Profiling

Dataset statistics

Number of variables	100
Number of observations	1012050
Missing cells	0
Missing cells (%)	0.0%
Total size in memory	779.9 MiB
Average record size in memory	808.0 B

Variable types

Numeric	100

Alerts

`EXT1_E` is highly skewed (γ1 = 238.5999164)	Skewed
`EXT2_E` is highly skewed (γ1 = 295.93165)	Skewed
`EXT3_E` is highly skewed (γ1 = 801.3758727)	Skewed
`EXT4_E` is highly skewed (γ1 = 296.2374247)	Skewed
`EXT5_E` is highly skewed (γ1 = 430.9702132)	Skewed
`EXT6_E` is highly skewed (γ1 = 343.3390904)	Skewed
`EXT7_E` is highly skewed (γ1 = 934.1610646)	Skewed
`EXT8_E` is highly skewed (γ1 = 473.8442549)	Skewed
`EXT9_E` is highly skewed (γ1 = 503.6033894)	Skewed
`EXT10_E` is highly skewed (γ1 = 989.8777325)	Skewed
`EST1_E` is highly skewed (γ1 = 745.5455309)	Skewed
`EST2_E` is highly skewed (γ1 = 411.3467616)	Skewed
`EST3_E` is highly skewed (γ1 = 502.9456276)	Skewed
`EST4_E` is highly skewed (γ1 = 765.8469759)	Skewed
`EST5_E` is highly skewed (γ1 = 943.2971226)	Skewed
`EST6_E` is highly skewed (γ1 = 381.6700015)	Skewed
`EST7_E` is highly skewed (γ1 = 284.2581361)	Skewed
`EST8_E` is highly skewed (γ1 = 978.6267425)	Skewed
`EST9_E` is highly skewed (γ1 = 488.0318496)	Skewed
`EST10_E` is highly skewed (γ1 = 360.7584899)	Skewed
`AGR1_E` is highly skewed (γ1 = 433.5328327)	Skewed
`AGR2_E` is highly skewed (γ1 = 446.0193741)	Skewed
`AGR3_E` is highly skewed (γ1 = 291.8052277)	Skewed
`AGR4_E` is highly skewed (γ1 = 352.2600161)	Skewed
`AGR5_E` is highly skewed (γ1 = 944.0118145)	Skewed
`AGR6_E` is highly skewed (γ1 = 324.4145724)	Skewed
`AGR7_E` is highly skewed (γ1 = 532.6253585)	Skewed
`AGR8_E` is highly skewed (γ1 = 924.0689062)	Skewed
`AGR9_E` is highly skewed (γ1 = 327.5786335)	Skewed
`AGR10_E` is highly skewed (γ1 = 563.6834841)	Skewed
`CSN1_E` is highly skewed (γ1 = 384.6374151)	Skewed
`CSN2_E` is highly skewed (γ1 = 275.2434636)	Skewed
`CSN3_E` is highly skewed (γ1 = 703.4795966)	Skewed
`CSN4_E` is highly skewed (γ1 = 339.2750663)	Skewed
`CSN5_E` is highly skewed (γ1 = 843.8599846)	Skewed
`CSN6_E` is highly skewed (γ1 = 877.1429408)	Skewed
`CSN7_E` is highly skewed (γ1 = 319.5573964)	Skewed
`CSN8_E` is highly skewed (γ1 = 271.9721158)	Skewed
`CSN9_E` is highly skewed (γ1 = 613.7706632)	Skewed
`CSN10_E` is highly skewed (γ1 = 916.7903446)	Skewed
`OPN1_E` is highly skewed (γ1 = 506.6484062)	Skewed
`OPN2_E` is highly skewed (γ1 = 629.1515913)	Skewed
`OPN3_E` is highly skewed (γ1 = 284.8078183)	Skewed
`OPN4_E` is highly skewed (γ1 = 690.6539963)	Skewed
`OPN5_E` is highly skewed (γ1 = 308.3895223)	Skewed
`OPN6_E` is highly skewed (γ1 = 311.5222072)	Skewed
`OPN7_E` is highly skewed (γ1 = 430.0212931)	Skewed
`OPN8_E` is highly skewed (γ1 = 445.5810573)	Skewed
`OPN9_E` is highly skewed (γ1 = 604.0841125)	Skewed
`OPN10_E` is highly skewed (γ1 = 517.2746803)	Skewed
`EST4` has 10640 (1.1%) zeros	Zeros
`EST6` has 10837 (1.1%) zeros	Zeros
`AGR6` has 10348 (1.0%) zeros	Zeros
`CSN1` has 12174 (1.2%) zeros	Zeros
`EXT2_E` has 11364 (1.1%) zeros	Zeros
`EXT3_E` has 11064 (1.1%) zeros	Zeros
`EXT4_E` has 11699 (1.2%) zeros	Zeros
`EXT5_E` has 14293 (1.4%) zeros	Zeros
`EXT6_E` has 10567 (1.0%) zeros	Zeros
`EXT7_E` has 12364 (1.2%) zeros	Zeros
`EXT8_E` has 10494 (1.0%) zeros	Zeros
`EXT9_E` has 10730 (1.1%) zeros	Zeros
`EST1_E` has 13128 (1.3%) zeros	Zeros
`EST2_E` has 14668 (1.4%) zeros	Zeros
`EST3_E` has 10401 (1.0%) zeros	Zeros
`EST4_E` has 15163 (1.5%) zeros	Zeros
`EST5_E` has 10512 (1.0%) zeros	Zeros
`EST6_E` has 15082 (1.5%) zeros	Zeros
`EST7_E` has 10408 (1.0%) zeros	Zeros
`EST8_E` has 11291 (1.1%) zeros	Zeros
`EST9_E` has 10197 (1.0%) zeros	Zeros
`EST10_E` has 10857 (1.1%) zeros	Zeros
`AGR1_E` has 10523 (1.0%) zeros	Zeros
`AGR2_E` has 14510 (1.4%) zeros	Zeros
`AGR4_E` has 12416 (1.2%) zeros	Zeros
`AGR5_E` has 11014 (1.1%) zeros	Zeros
`AGR6_E` has 14685 (1.5%) zeros	Zeros
`AGR7_E` has 10512 (1.0%) zeros	Zeros
`AGR8_E` has 12607 (1.2%) zeros	Zeros
`AGR10_E` has 12199 (1.2%) zeros	Zeros
`CSN1_E` has 17559 (1.7%) zeros	Zeros
`CSN2_E` has 11613 (1.1%) zeros	Zeros
`CSN3_E` has 11008 (1.1%) zeros	Zeros
`CSN4_E` has 11503 (1.1%) zeros	Zeros
`CSN5_E` has 12265 (1.2%) zeros	Zeros
`CSN6_E` has 10931 (1.1%) zeros	Zeros
`CSN7_E` has 11466 (1.1%) zeros	Zeros
`CSN8_E` has 12067 (1.2%) zeros	Zeros
`CSN9_E` has 11404 (1.1%) zeros	Zeros
`CSN10_E` has 12392 (1.2%) zeros	Zeros
`OPN1_E` has 14534 (1.4%) zeros	Zeros
`OPN2_E` has 10993 (1.1%) zeros	Zeros
`OPN3_E` has 12397 (1.2%) zeros	Zeros
`OPN4_E` has 11243 (1.1%) zeros	Zeros
`OPN5_E` has 12055 (1.2%) zeros	Zeros
`OPN6_E` has 12363 (1.2%) zeros	Zeros
`OPN7_E` has 12620 (1.2%) zeros	Zeros
`OPN8_E` has 11898 (1.2%) zeros	Zeros
`OPN9_E` has 11543 (1.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-26 15:05:04.660718
Analysis finished	2024-04-26 15:05:06.745738
Duration	2.09 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

EXT1
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.647891903

Minimum	0
Maximum	5
Zeros	3717
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.264476091
Coefficient of variation (CV)	0.4775406766
Kurtosis	-1.002846909
Mean	2.647891903
Median Absolute Deviation (MAD)	1
Skewness	0.1441613277
Sum	2679799
Variance	1.598899784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	288087	28.5%
1	249403	24.6%
2	198907	19.7%
4	191359	18.9%
5	80577	8.0%
0	3717	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3717	0.4%
1	249403	24.6%
2	198907	19.7%
3	288087	28.5%
4	191359	18.9%

Value	Count	Frequency (%)
5	80577	8.0%
4	191359	18.9%
3	288087	28.5%
2	198907	19.7%
1	249403	24.6%

EXT2
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.773242429

Minimum	0
Maximum	5
Zeros	6091
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.323982013
Coefficient of variation (CV)	0.4774130092
Kurtosis	-1.049388403
Mean	2.773242429
Median Absolute Deviation (MAD)	1
Skewness	0.146821711
Sum	2806660
Variance	1.752928371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	244322	24.1%
2	235137	23.2%
1	209781	20.7%
4	189956	18.8%
5	126763	12.5%
0	6091	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6091	0.6%
1	209781	20.7%
2	235137	23.2%
3	244322	24.1%
4	189956	18.8%

Value	Count	Frequency (%)
5	126763	12.5%
4	189956	18.8%
3	244322	24.1%
2	235137	23.2%
1	209781	20.7%

EXT3
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.288202164

Minimum	0
Maximum	5
Zeros	6070
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.215082785
Coefficient of variation (CV)	0.3695280049
Kurtosis	-0.7312305739
Mean	3.288202164
Median Absolute Deviation (MAD)	1
Skewness	-0.2847579052
Sum	3327825
Variance	1.476426175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	283670	28.0%
3	268693	26.5%
2	191497	18.9%
5	185488	18.3%
1	76632	7.6%
0	6070	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6070	0.6%
1	76632	7.6%
2	191497	18.9%
3	268693	26.5%
4	283670	28.0%

Value	Count	Frequency (%)
5	185488	18.3%
4	283670	28.0%
3	268693	26.5%
2	191497	18.9%
1	76632	7.6%

EXT4
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.140698582

Minimum	0
Maximum	5
Zeros	6886
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.237472534
Coefficient of variation (CV)	0.3940118739
Kurtosis	-0.8086895591
Mean	3.140698582
Median Absolute Deviation (MAD)	1
Skewness	-0.175953269
Sum	3178544
Variance	1.531338271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	279681	27.6%
4	256806	25.4%
2	207888	20.5%
5	158928	15.7%
1	101861	10.1%
0	6886	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6886	0.7%
1	101861	10.1%
2	207888	20.5%
3	279681	27.6%
4	256806	25.4%

Value	Count	Frequency (%)
5	158928	15.7%
4	256806	25.4%
3	279681	27.6%
2	207888	20.5%
1	101861	10.1%

EXT5
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.276805494

Minimum	0
Maximum	5
Zeros	9761
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.277636175
Coefficient of variation (CV)	0.3899029643
Kurtosis	-0.7656627395
Mean	3.276805494
Median Absolute Deviation (MAD)	1
Skewness	-0.3698725628
Sum	3316291
Variance	1.632354196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	298781	29.5%
3	234063	23.1%
5	192813	19.1%
2	178281	17.6%
1	98351	9.7%
0	9761	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9761	1.0%
1	98351	9.7%
2	178281	17.6%
3	234063	23.1%
4	298781	29.5%

Value	Count	Frequency (%)
5	192813	19.1%
4	298781	29.5%
3	234063	23.1%
2	178281	17.6%
1	98351	9.7%

EXT6
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.401118522

Minimum	0
Maximum	5
Zeros	6181
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.225811623
Coefficient of variation (CV)	0.5105169163
Kurtosis	-0.619048201
Mean	2.401118522
Median Absolute Deviation (MAD)	1
Skewness	0.5512020512
Sum	2430052
Variance	1.502614136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	337682	33.4%
1	266184	26.3%
3	191087	18.9%
4	139337	13.8%
5	71579	7.1%
0	6181	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6181	0.6%
1	266184	26.3%
2	337682	33.4%
3	191087	18.9%
4	139337	13.8%

Value	Count	Frequency (%)
5	71579	7.1%
4	139337	13.8%
3	191087	18.9%
2	337682	33.4%
1	266184	26.3%

EXT7
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.771527098

Minimum	0
Maximum	5
Zeros	8169
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.40034829
Coefficient of variation (CV)	0.5052623482
Kurtosis	-1.201427534
Mean	2.771527098
Median Absolute Deviation (MAD)	1
Skewness	0.1497360881
Sum	2804924
Variance	1.960975333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	236496	23.4%
2	227487	22.5%
4	197080	19.5%
3	194478	19.2%
5	148340	14.7%
0	8169	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8169	0.8%
1	236496	23.4%
2	227487	22.5%
3	194478	19.2%
4	197080	19.5%

Value	Count	Frequency (%)
5	148340	14.7%
4	197080	19.5%
3	194478	19.2%
2	227487	22.5%
1	236496	23.4%

EXT8
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.414798676

Minimum	0
Maximum	5
Zeros	6365
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.271953652
Coefficient of variation (CV)	0.3724827647
Kurtosis	-0.8000464927
Mean	3.414798676
Median Absolute Deviation (MAD)	1
Skewness	-0.3952424582
Sum	3455947
Variance	1.617866092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	274541	27.1%
5	247984	24.5%
3	229599	22.7%
2	175505	17.3%
1	78056	7.7%
0	6365	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6365	0.6%
1	78056	7.7%
2	175505	17.3%
3	229599	22.7%
4	274541	27.1%

Value	Count	Frequency (%)
5	247984	24.5%
4	274541	27.1%
3	229599	22.7%
2	175505	17.3%
1	78056	7.7%

EXT9
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.963760684

Minimum	0
Maximum	5
Zeros	6837
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.346053412
Coefficient of variation (CV)	0.4541707498
Kurtosis	-1.125426991
Mean	2.963760684
Median Absolute Deviation (MAD)	1
Skewness	-0.04572678364
Sum	2999474
Variance	1.811859788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	241981	23.9%
2	220978	21.8%
3	214622	21.2%
1	173108	17.1%
5	154524	15.3%
0	6837	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6837	0.7%
1	173108	17.1%
2	220978	21.8%
3	214622	21.2%
4	241981	23.9%

Value	Count	Frequency (%)
5	154524	15.3%
4	241981	23.9%
3	214622	21.2%
2	220978	21.8%
1	173108	17.1%

EXT10
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.556569339

Minimum	0
Maximum	5
Zeros	6258
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.305248742
Coefficient of variation (CV)	0.366996568
Kurtosis	-0.760963959
Mean	3.556569339
Median Absolute Deviation (MAD)	1
Skewness	-0.5436894342
Sum	3599426
Variance	1.703674277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	312501	30.9%
4	267835	26.5%
3	191047	18.9%
2	158031	15.6%
1	76378	7.5%
0	6258	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6258	0.6%
1	76378	7.5%
2	158031	15.6%
3	191047	18.9%
4	267835	26.5%

Value	Count	Frequency (%)
5	312501	30.9%
4	267835	26.5%
3	191047	18.9%
2	158031	15.6%
1	76378	7.5%

EST1
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.285993775

Minimum	0
Maximum	5
Zeros	7784
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.345608154
Coefficient of variation (CV)	0.4094980837
Kurtosis	-0.9866270681
Mean	3.285993775
Median Absolute Deviation (MAD)	1
Skewness	-0.3310724247
Sum	3325590
Variance	1.810661304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	270037	26.7%
5	230445	22.8%
3	203273	20.1%
2	182887	18.1%
1	117624	11.6%
0	7784	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7784	0.8%
1	117624	11.6%
2	182887	18.1%
3	203273	20.1%
4	270037	26.7%

Value	Count	Frequency (%)
5	230445	22.8%
4	270037	26.7%
3	203273	20.1%
2	182887	18.1%
1	117624	11.6%

EST2
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.16496517

Minimum	0
Maximum	5
Zeros	9565
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.228296019
Coefficient of variation (CV)	0.3880914806
Kurtosis	-0.7508075156
Mean	3.16496517
Median Absolute Deviation (MAD)	1
Skewness	-0.2233250673
Sum	3203103
Variance	1.50871111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	279356	27.6%
3	262110	25.9%
2	218362	21.6%
5	154992	15.3%
1	87665	8.7%
0	9565	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9565	0.9%
1	87665	8.7%
2	218362	21.6%
3	262110	25.9%
4	279356	27.6%

Value	Count	Frequency (%)
5	154992	15.3%
4	279356	27.6%
3	262110	25.9%
2	218362	21.6%
1	87665	8.7%

EST3
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.846475965

Minimum	0
Maximum	5
Zeros	5506
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.163424834
Coefficient of variation (CV)	0.3024651251
Kurtosis	0.2238253767
Mean	3.846475965
Median Absolute Deviation (MAD)	1
Skewness	-0.9538230611
Sum	3892826
Variance	1.353557344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	360043	35.6%
5	351815	34.8%
3	148050	14.6%
2	102793	10.2%
1	43843	4.3%
0	5506	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5506	0.5%
1	43843	4.3%
2	102793	10.2%
3	148050	14.6%
4	360043	35.6%

Value	Count	Frequency (%)
5	351815	34.8%
4	360043	35.6%
3	148050	14.6%
2	102793	10.2%
1	43843	4.3%

EST4
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.66350872

Minimum	0
Maximum	5
Zeros	10640
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.252981548
Coefficient of variation (CV)	0.4704251721
Kurtosis	-0.817884057
Mean	2.66350872
Median Absolute Deviation (MAD)	1
Skewness	0.2354777888
Sum	2695604
Variance	1.569962759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	289354	28.6%
3	252474	24.9%
1	191278	18.9%
4	173324	17.1%
5	94980	9.4%
0	10640	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10640	1.1%
1	191278	18.9%
2	289354	28.6%
3	252474	24.9%
4	173324	17.1%

Value	Count	Frequency (%)
5	94980	9.4%
4	173324	17.1%
3	252474	24.9%
2	289354	28.6%
1	191278	18.9%

EST5
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.842890173

Minimum	0
Maximum	5
Zeros	6092
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.273899024
Coefficient of variation (CV)	0.448099978
Kurtosis	-1.017228685
Mean	2.842890173
Median Absolute Deviation (MAD)	1
Skewness	0.06684223168
Sum	2877147
Variance	1.622818723
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	265364	26.2%
4	235625	23.3%
3	227085	22.4%
1	166689	16.5%
5	111195	11.0%
0	6092	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6092	0.6%
1	166689	16.5%
2	265364	26.2%
3	227085	22.4%
4	235625	23.3%

Value	Count	Frequency (%)
5	111195	11.0%
4	235625	23.3%
3	227085	22.4%
2	265364	26.2%
1	166689	16.5%

EST6
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.841069117

Minimum	0
Maximum	5
Zeros	10837
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.326568865
Coefficient of variation (CV)	0.466925939
Kurtosis	-1.059431694
Mean	2.841069117
Median Absolute Deviation (MAD)	1
Skewness	0.05497042307
Sum	2875304
Variance	1.759784954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	254404	25.1%
4	226875	22.4%
3	212999	21.0%
1	178669	17.7%
5	128266	12.7%
0	10837	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10837	1.1%
1	178669	17.7%
2	254404	25.1%
3	212999	21.0%
4	226875	22.4%

Value	Count	Frequency (%)
5	128266	12.7%
4	226875	22.4%
3	212999	21.0%
2	254404	25.1%
1	178669	17.7%

EST7
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.050390791

Minimum	0
Maximum	5
Zeros	6297
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.293036322
Coefficient of variation (CV)	0.4238920226
Kurtosis	-1.01551201
Mean	3.050390791
Median Absolute Deviation (MAD)	1
Skewness	-0.07338931752
Sum	3087148
Variance	1.67194293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	244750	24.2%
2	240023	23.7%
3	232677	23.0%
5	160442	15.9%
1	127861	12.6%
0	6297	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6297	0.6%
1	127861	12.6%
2	240023	23.7%
3	232677	23.0%
4	244750	24.2%

Value	Count	Frequency (%)
5	160442	15.9%
4	244750	24.2%
3	232677	23.0%
2	240023	23.7%
1	127861	12.6%

EST8
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.683424732

Minimum	0
Maximum	5
Zeros	7381
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.343042408
Coefficient of variation (CV)	0.5004956511
Kurtosis	-1.088095844
Mean	2.683424732
Median Absolute Deviation (MAD)	1
Skewness	0.2336546867
Sum	2715760
Variance	1.803762911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	260206	25.7%
1	233768	23.1%
3	199061	19.7%
4	193773	19.1%
5	117861	11.6%
0	7381	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7381	0.7%
1	233768	23.1%
2	260206	25.7%
3	199061	19.7%
4	193773	19.1%

Value	Count	Frequency (%)
5	117861	11.6%
4	193773	19.1%
3	199061	19.7%
2	260206	25.7%
1	233768	23.1%

EST9
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.088464009

Minimum	0
Maximum	5
Zeros	6365
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.297149265
Coefficient of variation (CV)	0.4199981807
Kurtosis	-1.028781532
Mean	3.088464009
Median Absolute Deviation (MAD)	1
Skewness	-0.1622333605
Sum	3125680
Variance	1.682596216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	282788	27.9%
2	226665	22.4%
3	210219	20.8%
5	156132	15.4%
1	129881	12.8%
0	6365	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6365	0.6%
1	129881	12.8%
2	226665	22.4%
3	210219	20.8%
4	282788	27.9%

Value	Count	Frequency (%)
5	156132	15.4%
4	282788	27.9%
3	210219	20.8%
2	226665	22.4%
1	129881	12.8%

EST10
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.773686083

Minimum	0
Maximum	5
Zeros	7150
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.323210269
Coefficient of variation (CV)	0.4770584087
Kurtosis	-1.071014623
Mean	2.773686083
Median Absolute Deviation (MAD)	1
Skewness	0.1411389434
Sum	2807109
Variance	1.750885416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	254032	25.1%
3	218870	21.6%
4	207519	20.5%
1	202509	20.0%
5	121970	12.1%
0	7150	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7150	0.7%
1	202509	20.0%
2	254032	25.1%
3	218870	21.6%
4	207519	20.5%

Value	Count	Frequency (%)
5	121970	12.1%
4	207519	20.5%
3	218870	21.6%
2	254032	25.1%
1	202509	20.0%

AGR1
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.255253199

Minimum	0
Maximum	5
Zeros	4952
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.339967006
Coefficient of variation (CV)	0.5941536882
Kurtosis	-0.7160324082
Mean	2.255253199
Median Absolute Deviation (MAD)	1
Skewness	0.7243695611
Sum	2282429
Variance	1.795511577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	396021	39.1%
2	259244	25.6%
4	134261	13.3%
3	128492	12.7%
5	89080	8.8%
0	4952	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4952	0.5%
1	396021	39.1%
2	259244	25.6%
3	128492	12.7%
4	134261	13.3%

Value	Count	Frequency (%)
5	89080	8.8%
4	134261	13.3%
3	128492	12.7%
2	259244	25.6%
1	396021	39.1%

AGR2
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.831074552

Minimum	0
Maximum	5
Zeros	9270
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.140676062
Coefficient of variation (CV)	0.2977431126
Kurtosis	0.4852982914
Mean	3.831074552
Median Absolute Deviation (MAD)	1
Skewness	-0.9533110096
Sum	3877239
Variance	1.301141878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	353732	35.0%
5	337292	33.3%
3	187379	18.5%
2	89337	8.8%
1	35040	3.5%
0	9270	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9270	0.9%
1	35040	3.5%
2	89337	8.8%
3	187379	18.5%
4	353732	35.0%

Value	Count	Frequency (%)
5	337292	33.3%
4	353732	35.0%
3	187379	18.5%
2	89337	8.8%
1	35040	3.5%

AGR3
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.260069167

Minimum	0
Maximum	5
Zeros	5013
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.277359115
Coefficient of variation (CV)	0.5651858509
Kurtosis	-0.8063692819
Mean	2.260069167
Median Absolute Deviation (MAD)	1
Skewness	0.6023058284
Sum	2287303
Variance	1.631646309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	382652	37.8%
2	239095	23.6%
3	174694	17.3%
4	150601	14.9%
5	59995	5.9%
0	5013	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5013	0.5%
1	382652	37.8%
2	239095	23.6%
3	174694	17.3%
4	150601	14.9%

Value	Count	Frequency (%)
5	59995	5.9%
4	150601	14.9%
3	174694	17.3%
2	239095	23.6%
1	382652	37.8%

AGR4
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.927384023

Minimum	0
Maximum	5
Zeros	7627
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.127817531
Coefficient of variation (CV)	0.2871676222
Kurtosis	0.7772971049
Mean	3.927384023
Median Absolute Deviation (MAD)	1
Skewness	-1.104752534
Sum	3974709
Variance	1.271972384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	374089	37.0%
4	367099	36.3%
3	145282	14.4%
2	82069	8.1%
1	35884	3.5%
0	7627	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7627	0.8%
1	35884	3.5%
2	82069	8.1%
3	145282	14.4%
4	367099	36.3%

Value	Count	Frequency (%)
5	374089	37.0%
4	367099	36.3%
3	145282	14.4%
2	82069	8.1%
1	35884	3.5%

AGR5
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.27097673

Minimum	0
Maximum	5
Zeros	6516
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.171295175
Coefficient of variation (CV)	0.5157671406
Kurtosis	-0.3209092649
Mean	2.27097673
Median Absolute Deviation (MAD)	1
Skewness	0.6859939005
Sum	2298342
Variance	1.371932386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	361814	35.8%
1	291915	28.8%
3	179841	17.8%
4	116544	11.5%
5	55420	5.5%
0	6516	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6516	0.6%
1	291915	28.8%
2	361814	35.8%
3	179841	17.8%
4	116544	11.5%

Value	Count	Frequency (%)
5	55420	5.5%
4	116544	11.5%
3	179841	17.8%
2	361814	35.8%
1	291915	28.8%

AGR6
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.742915864

Minimum	0
Maximum	5
Zeros	10348
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.222529816
Coefficient of variation (CV)	0.3266249792
Kurtosis	0.06360425732
Mean	3.742915864
Median Absolute Deviation (MAD)	1
Skewness	-0.8714131823
Sum	3788018
Variance	1.494579151
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	332534	32.9%
4	328874	32.5%
3	183259	18.1%
2	103040	10.2%
1	53995	5.3%
0	10348	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10348	1.0%
1	53995	5.3%
2	103040	10.2%
3	183259	18.1%
4	328874	32.5%

Value	Count	Frequency (%)
5	332534	32.9%
4	328874	32.5%
3	183259	18.1%
2	103040	10.2%
1	53995	5.3%

AGR7
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.195915222

Minimum	0
Maximum	5
Zeros	6294
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.120416531
Coefficient of variation (CV)	0.51022759
Kurtosis	-0.1824958347
Mean	2.195915222
Median Absolute Deviation (MAD)	1
Skewness	0.7191514367
Sum	2222376
Variance	1.255333204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	368701	36.4%
1	307469	30.4%
3	181255	17.9%
4	107915	10.7%
5	40416	4.0%
0	6294	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6294	0.6%
1	307469	30.4%
2	368701	36.4%
3	181255	17.9%
4	107915	10.7%

Value	Count	Frequency (%)
5	40416	4.0%
4	107915	10.7%
3	181255	17.9%
2	368701	36.4%
1	307469	30.4%

AGR8
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.689354281

Minimum	0
Maximum	5
Zeros	8519
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.095672668
Coefficient of variation (CV)	0.2969822317
Kurtosis	0.380151757
Mean	3.689354281
Median Absolute Deviation (MAD)	1
Skewness	-0.8144899624
Sum	3733811
Variance	1.200498595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	406128	40.1%
5	244053	24.1%
3	215270	21.3%
2	105144	10.4%
1	32936	3.3%
0	8519	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8519	0.8%
1	32936	3.3%
2	105144	10.4%
3	215270	21.3%
4	406128	40.1%

Value	Count	Frequency (%)
5	244053	24.1%
4	406128	40.1%
3	215270	21.3%
2	105144	10.4%
1	32936	3.3%

AGR9
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.78896596

Minimum	0
Maximum	5
Zeros	6051
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.166871542
Coefficient of variation (CV)	0.3079656967
Kurtosis	0.1980732809
Mean	3.78896596
Median Absolute Deviation (MAD)	1
Skewness	-0.919899853
Sum	3834623
Variance	1.361589195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	376119	37.2%
5	319995	31.6%
3	159363	15.7%
2	101561	10.0%
1	48961	4.8%
0	6051	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6051	0.6%
1	48961	4.8%
2	101561	10.0%
3	159363	15.7%
4	376119	37.2%

Value	Count	Frequency (%)
5	319995	31.6%
4	376119	37.2%
3	159363	15.7%
2	101561	10.0%
1	48961	4.8%

AGR10
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.592282002

Minimum	0
Maximum	5
Zeros	8393
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.080854163
Coefficient of variation (CV)	0.3008823257
Kurtosis	0.2205678553
Mean	3.592282002
Median Absolute Deviation (MAD)	1
Skewness	-0.6184573435
Sum	3635569
Variance	1.168245722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	348178	34.4%
3	303697	30.0%
5	220538	21.8%
2	97832	9.7%
1	33412	3.3%
0	8393	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8393	0.8%
1	33412	3.3%
2	97832	9.7%
3	303697	30.0%
4	348178	34.4%

Value	Count	Frequency (%)
5	220538	21.8%
4	348178	34.4%
3	303697	30.0%
2	97832	9.7%
1	33412	3.3%

CSN1
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.298019861

Minimum	0
Maximum	5
Zeros	12174
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.176829612
Coefficient of variation (CV)	0.3568291464
Kurtosis	-0.3549690586
Mean	3.298019861
Median Absolute Deviation (MAD)	1
Skewness	-0.4694692236
Sum	3337761
Variance	1.384927935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	344331	34.0%
3	267468	26.4%
2	171568	17.0%
5	149597	14.8%
1	66912	6.6%
0	12174	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12174	1.2%
1	66912	6.6%
2	171568	17.0%
3	267468	26.4%
4	344331	34.0%

Value	Count	Frequency (%)
5	149597	14.8%
4	344331	34.0%
3	267468	26.4%
2	171568	17.0%
1	66912	6.6%

CSN2
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.930392767

Minimum	0
Maximum	5
Zeros	6429
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.390053518
Coefficient of variation (CV)	0.4743574082
Kurtosis	-1.228258681
Mean	2.930392767
Median Absolute Deviation (MAD)	1
Skewness	-0.02834928711
Sum	2965704
Variance	1.932248783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	244268	24.1%
2	208421	20.6%
1	202987	20.1%
3	190461	18.8%
5	159484	15.8%
0	6429	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6429	0.6%
1	202987	20.1%
2	208421	20.6%
3	190461	18.8%
4	244268	24.1%

Value	Count	Frequency (%)
5	159484	15.8%
4	244268	24.1%
3	190461	18.8%
2	208421	20.6%
1	202987	20.1%

CSN3
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.975329282

Minimum	0
Maximum	5
Zeros	6054
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.044747137
Coefficient of variation (CV)	0.2628076978
Kurtosis	0.9472475549
Mean	3.975329282
Median Absolute Deviation (MAD)	1
Skewness	-1.065837844
Sum	4023232
Variance	1.091496579
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	379539	37.5%
5	369854	36.5%
3	162567	16.1%
2	74069	7.3%
1	19967	2.0%
0	6054	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6054	0.6%
1	19967	2.0%
2	74069	7.3%
3	162567	16.1%
4	379539	37.5%

Value	Count	Frequency (%)
5	369854	36.5%
4	379539	37.5%
3	162567	16.1%
2	74069	7.3%
1	19967	2.0%

CSN4
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.617923028

Minimum	0
Maximum	5
Zeros	6816
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.251814615
Coefficient of variation (CV)	0.478170902
Kurtosis	-0.8904241745
Mean	2.617923028
Median Absolute Deviation (MAD)	1
Skewness	0.2766213714
Sum	2649469
Variance	1.567039831
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	291857	28.8%
3	230332	22.8%
1	214140	21.2%
4	183906	18.2%
5	84999	8.4%
0	6816	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6816	0.7%
1	214140	21.2%
2	291857	28.8%
3	230332	22.8%
4	183906	18.2%

Value	Count	Frequency (%)
5	84999	8.4%
4	183906	18.2%
3	230332	22.8%
2	291857	28.8%
1	214140	21.2%

CSN5
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.62574774

Minimum	0
Maximum	5
Zeros	7827
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.274672651
Coefficient of variation (CV)	0.4854512988
Kurtosis	-0.9031301784
Mean	2.62574774
Median Absolute Deviation (MAD)	1
Skewness	0.2734431266
Sum	2657388
Variance	1.624790366
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	276158	27.3%
3	237647	23.5%
1	221477	21.9%
4	174051	17.2%
5	94890	9.4%
0	7827	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7827	0.8%
1	221477	21.9%
2	276158	27.3%
3	237647	23.5%
4	174051	17.2%

Value	Count	Frequency (%)
5	94890	9.4%
4	174051	17.2%
3	237647	23.5%
2	276158	27.3%
1	221477	21.9%

CSN6
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8318008

Minimum	0
Maximum	5
Zeros	6647
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.416195792
Coefficient of variation (CV)	0.5001043124
Kurtosis	-1.269804146
Mean	2.8318008
Median Absolute Deviation (MAD)	1
Skewness	0.1170504823
Sum	2865924
Variance	2.005610522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	243048	24.0%
1	222964	22.0%
4	213701	21.1%
3	163195	16.1%
5	162495	16.1%
0	6647	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6647	0.7%
1	222964	22.0%
2	243048	24.0%
3	163195	16.1%
4	213701	21.1%

Value	Count	Frequency (%)
5	162495	16.1%
4	213701	21.1%
3	163195	16.1%
2	243048	24.0%
1	222964	22.0%

CSN7
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.698249098

Minimum	0
Maximum	5
Zeros	7286
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.128096897
Coefficient of variation (CV)	0.305035401
Kurtosis	0.2129310278
Mean	3.698249098
Median Absolute Deviation (MAD)	1
Skewness	-0.7922552335
Sum	3742813
Variance	1.272602609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	370004	36.6%
5	269686	26.6%
3	227312	22.5%
2	94669	9.4%
1	43093	4.3%
0	7286	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7286	0.7%
1	43093	4.3%
2	94669	9.4%
3	227312	22.5%
4	370004	36.6%

Value	Count	Frequency (%)
5	269686	26.6%
4	370004	36.6%
3	227312	22.5%
2	94669	9.4%
1	43093	4.3%

CSN8
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.465242824

Minimum	0
Maximum	5
Zeros	8131
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.141016678
Coefficient of variation (CV)	0.4628414964
Kurtosis	-0.6104883413
Mean	2.465242824
Median Absolute Deviation (MAD)	1
Skewness	0.2697813623
Sum	2494949
Variance	1.301919059
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	315700	31.2%
2	273806	27.1%
1	234822	23.2%
4	132540	13.1%
5	47051	4.6%
0	8131	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8131	0.8%
1	234822	23.2%
2	273806	27.1%
3	315700	31.2%
4	132540	13.1%

Value	Count	Frequency (%)
5	47051	4.6%
4	132540	13.1%
3	315700	31.2%
2	273806	27.1%
1	234822	23.2%

CSN9
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.200684749

Minimum	0
Maximum	5
Zeros	7498
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.276311813
Coefficient of variation (CV)	0.3987621128
Kurtosis	-0.8718698387
Mean	3.200684749
Median Absolute Deviation (MAD)	1
Skewness	-0.2940061853
Sum	3239253
Variance	1.628971844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	299022	29.5%
3	230010	22.7%
2	193075	19.1%
5	171135	16.9%
1	111310	11.0%
0	7498	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7498	0.7%
1	111310	11.0%
2	193075	19.1%
3	230010	22.7%
4	299022	29.5%

Value	Count	Frequency (%)
5	171135	16.9%
4	299022	29.5%
3	230010	22.7%
2	193075	19.1%
1	111310	11.0%

CSN10
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.590666469

Minimum	0
Maximum	5
Zeros	8692
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.053259892
Coefficient of variation (CV)	0.2933327005
Kurtosis	0.3319145794
Mean	3.590666469
Median Absolute Deviation (MAD)	1
Skewness	-0.6003699421
Sum	3633934
Variance	1.1093564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	353525	34.9%
3	316844	31.3%
5	210087	20.8%
2	95965	9.5%
1	26937	2.7%
0	8692	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8692	0.9%
1	26937	2.7%
2	95965	9.5%
3	316844	31.3%
4	353525	34.9%

Value	Count	Frequency (%)
5	210087	20.8%
4	353525	34.9%
3	316844	31.3%
2	95965	9.5%
1	26937	2.7%

OPN1
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.654832271

Minimum	0
Maximum	5
Zeros	9184
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.157124769
Coefficient of variation (CV)	0.3166013331
Kurtosis	0.04867401358
Mean	3.654832271
Median Absolute Deviation (MAD)	1
Skewness	-0.7148204092
Sum	3698873
Variance	1.338937732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	331532	32.8%
5	274328	27.1%
3	250908	24.8%
2	102283	10.1%
1	43815	4.3%
0	9184	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9184	0.9%
1	43815	4.3%
2	102283	10.1%
3	250908	24.8%
4	331532	32.8%

Value	Count	Frequency (%)
5	274328	27.1%
4	331532	32.8%
3	250908	24.8%
2	102283	10.1%
1	43815	4.3%

OPN2
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.07570377

Minimum	0
Maximum	5
Zeros	5936
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.112574209
Coefficient of variation (CV)	0.5359985491
Kurtosis	-0.07986551213
Mean	2.07570377
Median Absolute Deviation (MAD)	1
Skewness	0.8090240306
Sum	2100716
Variance	1.23782137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	379557	37.5%
2	317113	31.3%
3	185837	18.4%
4	88613	8.8%
5	34994	3.5%
0	5936	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5936	0.6%
1	379557	37.5%
2	317113	31.3%
3	185837	18.4%
4	88613	8.8%

Value	Count	Frequency (%)
5	34994	3.5%
4	88613	8.8%
3	185837	18.4%
2	317113	31.3%
1	379557	37.5%

OPN3
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.000128452

Minimum	0
Maximum	5
Zeros	7578
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.097177027
Coefficient of variation (CV)	0.2742854486
Kurtosis	0.8229382244
Mean	4.000128452
Median Absolute Deviation (MAD)	1
Skewness	-1.0895175
Sum	4048330
Variance	1.203797428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	420453	41.5%
4	313710	31.0%
3	174200	17.2%
2	72516	7.2%
1	23593	2.3%
0	7578	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7578	0.7%
1	23593	2.3%
2	72516	7.2%
3	174200	17.2%
4	313710	31.0%

Value	Count	Frequency (%)
5	420453	41.5%
4	313710	31.0%
3	174200	17.2%
2	72516	7.2%
1	23593	2.3%

OPN4
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.999646263

Minimum	0
Maximum	5
Zeros	6657
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.090222279
Coefficient of variation (CV)	0.5452075696
Kurtosis	0.1477802257
Mean	1.999646263
Median Absolute Deviation (MAD)	1
Skewness	0.8928410838
Sum	2023742
Variance	1.188584617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	413184	40.8%
2	301369	29.8%
3	188717	18.6%
4	68946	6.8%
5	33177	3.3%
0	6657	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6657	0.7%
1	413184	40.8%
2	301369	29.8%
3	188717	18.6%
4	68946	6.8%

Value	Count	Frequency (%)
5	33177	3.3%
4	68946	6.8%
3	188717	18.6%
2	301369	29.8%
1	413184	40.8%

OPN5
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7930705

Minimum	0
Maximum	5
Zeros	7675
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9924004442
Coefficient of variation (CV)	0.261635117
Kurtosis	0.9263624832
Mean	3.7930705
Median Absolute Deviation (MAD)	1
Skewness	-0.7969176914
Sum	3838777
Variance	0.9848586416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	395077	39.0%
3	272565	26.9%
5	261192	25.8%
2	59273	5.9%
1	16268	1.6%
0	7675	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7675	0.8%
1	16268	1.6%
2	59273	5.9%
3	272565	26.9%
4	395077	39.0%

Value	Count	Frequency (%)
5	261192	25.8%
4	395077	39.0%
3	272565	26.9%
2	59273	5.9%
1	16268	1.6%

OPN6
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.894523986

Minimum	0
Maximum	5
Zeros	8120
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.104077075
Coefficient of variation (CV)	0.5827728142
Kurtosis	0.6349856447
Mean	1.894523986
Median Absolute Deviation (MAD)	1
Skewness	1.148952404
Sum	1917353
Variance	1.218986187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	467024	46.1%
2	307824	30.4%
3	118668	11.7%
4	73393	7.3%
5	37021	3.7%
0	8120	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8120	0.8%
1	467024	46.1%
2	307824	30.4%
3	118668	11.7%
4	73393	7.3%

Value	Count	Frequency (%)
5	37021	3.7%
4	73393	7.3%
3	118668	11.7%
2	307824	30.4%
1	467024	46.1%

OPN7
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.976501161

Minimum	0
Maximum	5
Zeros	8460
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.008545165
Coefficient of variation (CV)	0.2536262719
Kurtosis	1.520640072
Mean	3.976501161
Median Absolute Deviation (MAD)	1
Skewness	-1.123921263
Sum	4024418
Variance	1.017163349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	401332	39.7%
5	349745	34.6%
3	180758	17.9%
2	56336	5.6%
1	15419	1.5%
0	8460	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8460	0.8%
1	15419	1.5%
2	56336	5.6%
3	180758	17.9%
4	401332	39.7%

Value	Count	Frequency (%)
5	349745	34.6%
4	401332	39.7%
3	180758	17.9%
2	56336	5.6%
1	15419	1.5%

OPN8
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.182712317

Minimum	0
Maximum	5
Zeros	8018
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.255385517
Coefficient of variation (CV)	0.3944388913
Kurtosis	-0.817226462
Mean	3.182712317
Median Absolute Deviation (MAD)	1
Skewness	-0.2624013296
Sum	3221064
Variance	1.575992797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	286140	28.3%
3	251759	24.9%
2	198022	19.6%
5	164268	16.2%
1	103843	10.3%
0	8018	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8018	0.8%
1	103843	10.3%
2	198022	19.6%
3	251759	24.9%
4	286140	28.3%

Value	Count	Frequency (%)
5	164268	16.2%
4	286140	28.3%
3	251759	24.9%
2	198022	19.6%
1	103843	10.3%

OPN9
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.123179685

Minimum	0
Maximum	5
Zeros	7682
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.041207686
Coefficient of variation (CV)	0.252525421
Kurtosis	1.824314845
Mean	4.123179685
Median Absolute Deviation (MAD)	1
Skewness	-1.366528696
Sum	4172864
Variance	1.084113445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	456173	45.1%
4	343829	34.0%
3	127869	12.6%
2	56579	5.6%
1	19918	2.0%
0	7682	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7682	0.8%
1	19918	2.0%
2	56579	5.6%
3	127869	12.6%
4	343829	34.0%

Value	Count	Frequency (%)
5	456173	45.1%
4	343829	34.0%
3	127869	12.6%
2	56579	5.6%
1	19918	2.0%

OPN10
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.958640383

Minimum	0
Maximum	5
Zeros	6171
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.034485576
Coefficient of variation (CV)	0.2613234534
Kurtosis	0.7400899016
Mean	3.958640383
Median Absolute Deviation (MAD)	1
Skewness	-0.9427383234
Sum	4006342
Variance	1.070160406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	371248	36.7%
4	342825	33.9%
3	211764	20.9%
2	63468	6.3%
1	16574	1.6%
0	6171	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6171	0.6%
1	16574	1.6%
2	63468	6.3%
3	211764	20.9%
4	342825	33.9%

Value	Count	Frequency (%)
5	371248	36.7%
4	342825	33.9%
3	211764	20.9%
2	63468	6.3%
1	16574	1.6%

EXT1_E
Real number (ℝ)

SKEWED

Distinct	88850
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	95156.92421

Minimum	-42958762
Maximum	2147483647
Zeros	9418
Zeros (%)	0.9%
Negative	25
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-42958762
5-th percentile	2748
Q1	4793
median	7334
Q3	12238
95-th percentile	48811.1
Maximum	2147483647
Range	2190442409
Interquartile range (IQR)	7445

Descriptive statistics

Standard deviation	4870176.396
Coefficient of variation (CV)	51.18047306
Kurtosis	86214.39051
Mean	95156.92421
Median Absolute Deviation (MAD)	3113
Skewness	238.5999164
Sum	9.630356514 × 10¹⁰
Variance	2.371861813 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9418	0.9%
4620	149	< 0.1%
4605	147	< 0.1%
4125	142	< 0.1%
4944	140	< 0.1%
4780	139	< 0.1%
3627	138	< 0.1%
4167	138	< 0.1%
5320	138	< 0.1%
4585	137	< 0.1%
Other values (88840)	1001364	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-42958762	1	< 0.1%
-3575104	1	< 0.1%
-3560651	1	< 0.1%
-2559875	1	< 0.1%
-126396	1	< 0.1%

Value	Count	Frequency (%)
2147483647	2	< 0.1%
1205348096	1	< 0.1%
1106464607	1	< 0.1%
1039338288	1	< 0.1%
702600059	1	< 0.1%

EXT2_E
Real number (ℝ)

SKEWED ZEROS

Distinct	32872
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8345.314701

Minimum	-75632
Maximum	261773449
Zeros	11364
Zeros (%)	1.1%
Negative	16
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-75632
5-th percentile	1268
Q1	2384
median	3418
Q3	5084
95-th percentile	11174
Maximum	261773449
Range	261849081
Interquartile range (IQR)	2700

Descriptive statistics

Standard deviation	562951.0019
Coefficient of variation (CV)	67.45713279
Kurtosis	107771.8637
Mean	8345.314701
Median Absolute Deviation (MAD)	1230
Skewness	295.93165
Sum	8445875743
Variance	3.169138306 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11364	1.1%
2584	559	0.1%
2600	551	0.1%
2784	538	0.1%
2384	536	0.1%
2800	524	0.1%
2400	513	0.1%
2352	512	0.1%
2200	509	0.1%
2984	500	< 0.1%
Other values (32862)	995944	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-75632	1	< 0.1%
-30925	1	< 0.1%
-19268	1	< 0.1%
-14305	1	< 0.1%
-8191	1	< 0.1%

Value	Count	Frequency (%)
261773449	1	< 0.1%
237351323	1	< 0.1%
196659639	1	< 0.1%
148532323	1	< 0.1%
140423460	1	< 0.1%

EXT3_E
Real number (ℝ)

SKEWED ZEROS

Distinct	35249
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11646.32462

Minimum	-3593866
Maximum	2147483647
Zeros	11064
Zeros (%)	1.1%
Negative	17
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3593866
5-th percentile	1396
Q1	2461
median	3483
Q3	5150
95-th percentile	11383
Maximum	2147483647
Range	2151077513
Interquartile range (IQR)	2689

Descriptive statistics

Standard deviation	2329843.63
Coefficient of variation (CV)	200.04969
Kurtosis	718998.7675
Mean	11646.32462
Median Absolute Deviation (MAD)	1217
Skewness	801.3758727
Sum	1.178666284 × 10¹⁰
Variance	5.42817134 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11064	1.1%
2784	600	0.1%
2800	586	0.1%
2200	564	0.1%
2384	558	0.1%
2600	555	0.1%
2400	545	0.1%
2584	543	0.1%
2568	527	0.1%
2184	524	0.1%
Other values (35239)	995984	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3593866	1	< 0.1%
-31577	1	< 0.1%
-23081	1	< 0.1%
-17398	1	< 0.1%
-17081	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
605905746	1	< 0.1%
338495246	1	< 0.1%
334821511	1	< 0.1%
285972720	1	< 0.1%

EXT4_E
Real number (ℝ)

SKEWED ZEROS

Distinct	38954
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7547.091911

Minimum	-2494907
Maximum	168711199
Zeros	11699
Zeros (%)	1.2%
Negative	20
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-2494907
5-th percentile	1254
Q1	2402
median	3478
Q3	5249
95-th percentile	12557
Maximum	168711199
Range	171206106
Interquartile range (IQR)	2847

Descriptive statistics

Standard deviation	323609.0175
Coefficient of variation (CV)	42.87863739
Kurtosis	111284.4171
Mean	7547.091911
Median Absolute Deviation (MAD)	1285
Skewness	296.2374247
Sum	7638034369
Variance	1.047227962 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11699	1.2%
3000	511	0.1%
2600	510	0.1%
2552	509	0.1%
2200	507	0.1%
3200	506	< 0.1%
2384	503	< 0.1%
2616	502	< 0.1%
2400	499	< 0.1%
2584	497	< 0.1%
Other values (38944)	995807	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2494907	1	< 0.1%
-102128	1	< 0.1%
-99234	1	< 0.1%
-73178	1	< 0.1%
-21888	1	< 0.1%

Value	Count	Frequency (%)
168711199	1	< 0.1%
98150966	1	< 0.1%
93008300	1	< 0.1%
86497205	1	< 0.1%
79482346	1	< 0.1%

EXT5_E
Real number (ℝ)

SKEWED ZEROS

Distinct	31746
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7145.113793

Minimum	-58566
Maximum	351067965
Zeros	14293
Zeros (%)	1.4%
Negative	19
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-58566
5-th percentile	1222
Q1	2119
median	3005
Q3	4505
95-th percentile	9994
Maximum	351067965
Range	351126531
Interquartile range (IQR)	2386

Descriptive statistics

Standard deviation	602824.5487
Coefficient of variation (CV)	84.36878211
Kurtosis	211528.8954
Mean	7145.113793
Median Absolute Deviation (MAD)	1065
Skewness	430.9702132
Sum	7231212414
Variance	3.633974365 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14293	1.4%
2000	677	0.1%
2200	675	0.1%
1984	662	0.1%
2384	660	0.1%
2400	621	0.1%
2184	621	0.1%
2216	603	0.1%
2600	598	0.1%
2168	594	0.1%
Other values (31736)	992046	98.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-58566	1	< 0.1%
-35030	1	< 0.1%
-22392	1	< 0.1%
-13760	1	< 0.1%
-12586	1	< 0.1%

Value	Count	Frequency (%)
351067965	1	< 0.1%
280134051	1	< 0.1%
270215604	1	< 0.1%
189978794	1	< 0.1%
101758516	1	< 0.1%

EXT6_E
Real number (ℝ)

SKEWED ZEROS

Distinct	30474
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7457.201946

Minimum	-79860
Maximum	316490638
Zeros	10567
Zeros (%)	1.0%
Negative	18
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-79860
5-th percentile	1219
Q1	2176
median	3113
Q3	4621
95-th percentile	9821
Maximum	316490638
Range	316570498
Interquartile range (IQR)	2445

Descriptive statistics

Standard deviation	567975.8144
Coefficient of variation (CV)	76.16473558
Kurtosis	149536.1259
Mean	7457.201946
Median Absolute Deviation (MAD)	1112
Skewness	343.3390904
Sum	7547061229
Variance	3.225965257 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10567	1.0%
2400	602	0.1%
2200	599	0.1%
2000	595	0.1%
2384	586	0.1%
2216	585	0.1%
2016	572	0.1%
2600	556	0.1%
1984	553	0.1%
1800	551	0.1%
Other values (30464)	996284	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-79860	1	< 0.1%
-75780	1	< 0.1%
-69202	1	< 0.1%
-28211	1	< 0.1%
-16008	1	< 0.1%

Value	Count	Frequency (%)
316490638	1	< 0.1%
246406040	1	< 0.1%
166382065	1	< 0.1%
143588188	1	< 0.1%
114071318	1	< 0.1%

EXT7_E
Real number (ℝ)

SKEWED ZEROS

Distinct	36331
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10904.79697

Minimum	-3594255
Maximum	2147483647
Zeros	12364
Zeros (%)	1.2%
Negative	20
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3594255
5-th percentile	1589
Q1	3048
median	4349
Q3	6299
95-th percentile	12680
Maximum	2147483647
Range	2151077902
Interquartile range (IQR)	3251

Descriptive statistics

Standard deviation	2191754.862
Coefficient of variation (CV)	200.9899741
Kurtosis	911189.1767
Mean	10904.79697
Median Absolute Deviation (MAD)	1517
Skewness	934.1610646
Sum	1.103619978 × 10¹⁰
Variance	4.803789375 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12364	1.2%
3000	441	< 0.1%
3400	431	< 0.1%
3600	422	< 0.1%
2784	419	< 0.1%
3200	410	< 0.1%
2984	408	< 0.1%
3168	405	< 0.1%
3184	400	< 0.1%
4000	394	< 0.1%
Other values (36321)	995956	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3594255	1	< 0.1%
-117913	1	< 0.1%
-89610	1	< 0.1%
-84773	1	< 0.1%
-61301	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
296253720	1	< 0.1%
264133379	1	< 0.1%
96358786	1	< 0.1%
90544381	1	< 0.1%

EXT8_E
Real number (ℝ)

SKEWED ZEROS

Distinct	35007
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7039.958184

Minimum	-461138
Maximum	247706204
Zeros	10494
Zeros (%)	1.0%
Negative	13
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-461138
5-th percentile	1365
Q1	2532
median	3629
Q3	5401
95-th percentile	11701
Maximum	247706204
Range	248167342
Interquartile range (IQR)	2869

Descriptive statistics

Standard deviation	368543.1466
Coefficient of variation (CV)	52.35018972
Kurtosis	275261.5467
Mean	7039.958184
Median Absolute Deviation (MAD)	1303
Skewness	473.8442549
Sum	7124789680
Variance	1.358240509 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10494	1.0%
2400	541	0.1%
2568	513	0.1%
2600	505	< 0.1%
2384	504	< 0.1%
2800	503	< 0.1%
2768	494	< 0.1%
2968	492	< 0.1%
3200	489	< 0.1%
2784	488	< 0.1%
Other values (34997)	997027	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-461138	1	< 0.1%
-54646	1	< 0.1%
-34867	1	< 0.1%
-26684	1	< 0.1%
-26073	1	< 0.1%

Value	Count	Frequency (%)
247706204	1	< 0.1%
186945376	1	< 0.1%
84147296	1	< 0.1%
78912186	1	< 0.1%
76918225	1	< 0.1%

EXT9_E
Real number (ℝ)

SKEWED ZEROS

Distinct	32852
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6157.125345

Minimum	-59370
Maximum	180369402
Zeros	10730
Zeros (%)	1.1%
Negative	11
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-59370
5-th percentile	1414
Q1	2587
median	3651
Q3	5376
95-th percentile	11217
Maximum	180369402
Range	180428772
Interquartile range (IQR)	2789

Descriptive statistics

Standard deviation	248331.0766
Coefficient of variation (CV)	40.33230813
Kurtosis	312533.2865
Mean	6157.125345
Median Absolute Deviation (MAD)	1267
Skewness	503.6033894
Sum	6231318705
Variance	6.166832361 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10730	1.1%
2600	537	0.1%
3000	533	0.1%
2800	525	0.1%
3200	523	0.1%
2768	511	0.1%
2784	508	0.1%
2568	492	< 0.1%
2984	488	< 0.1%
2632	488	< 0.1%
Other values (32842)	996715	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-59370	1	< 0.1%
-35227	1	< 0.1%
-11382	1	< 0.1%
-11119	1	< 0.1%
-9130	1	< 0.1%

Value	Count	Frequency (%)
180369402	1	< 0.1%
88154250	1	< 0.1%
76249090	1	< 0.1%
74248113	1	< 0.1%
63083786	1	< 0.1%

EXT10_E
Real number (ℝ)

SKEWED

Distinct	29384
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7419.364126

Minimum	-142238
Maximum	2147483647
Zeros	10091
Zeros (%)	1.0%
Negative	18
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-142238
5-th percentile	1210
Q1	2254
median	3224
Q3	4735
95-th percentile	9684
Maximum	2147483647
Range	2147625885
Interquartile range (IQR)	2481

Descriptive statistics

Standard deviation	2146582.248
Coefficient of variation (CV)	289.321593
Kurtosis	989776.131
Mean	7419.364126
Median Absolute Deviation (MAD)	1142
Skewness	989.8777325
Sum	7508767464
Variance	4.607815346 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10091	1.0%
2200	595	0.1%
2400	561	0.1%
2000	553	0.1%
2568	549	0.1%
2416	542	0.1%
2384	539	0.1%
2616	538	0.1%
2584	537	0.1%
2768	532	0.1%
Other values (29374)	997013	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-142238	1	< 0.1%
-70969	1	< 0.1%
-64669	1	< 0.1%
-56928	1	< 0.1%
-22244	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
150252063	1	< 0.1%
101168717	1	< 0.1%
73651565	1	< 0.1%
73241542	1	< 0.1%

EST1_E
Real number (ℝ)

SKEWED ZEROS

Distinct	35151
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9438.834597

Minimum	-112165
Maximum	1112743534
Zeros	13128
Zeros (%)	1.3%
Negative	21
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-112165
5-th percentile	1134
Q1	2207
median	3283
Q3	5103
95-th percentile	11916.55
Maximum	1112743534
Range	1112855699
Interquartile range (IQR)	2896

Descriptive statistics

Standard deviation	1242433.098
Coefficient of variation (CV)	131.6299259
Kurtosis	643446.5415
Mean	9438.834597
Median Absolute Deviation (MAD)	1292
Skewness	745.5455309
Sum	9552572554
Variance	1.543640004 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13128	1.3%
2184	552	0.1%
2000	532	0.1%
2200	521	0.1%
2400	519	0.1%
2384	510	0.1%
2800	507	0.1%
2168	505	< 0.1%
2352	502	< 0.1%
2600	496	< 0.1%
Other values (35141)	994278	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-112165	1	< 0.1%
-86525	1	< 0.1%
-70283	1	< 0.1%
-18417	1	< 0.1%
-11233	1	< 0.1%

Value	Count	Frequency (%)
1112743534	1	< 0.1%
335110539	1	< 0.1%
240303883	1	< 0.1%
190986625	1	< 0.1%
173304819	1	< 0.1%

EST2_E
Real number (ℝ)

SKEWED ZEROS

Distinct	36208
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9251.993161

Minimum	-71572
Maximum	429923703
Zeros	14668
Zeros (%)	1.4%
Negative	22
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-71572
5-th percentile	1293
Q1	2480
median	3594
Q3	5406
95-th percentile	12099
Maximum	429923703
Range	429995275
Interquartile range (IQR)	2926

Descriptive statistics

Standard deviation	627647.0337
Coefficient of variation (CV)	67.83911561
Kurtosis	237616.61
Mean	9251.993161
Median Absolute Deviation (MAD)	1325
Skewness	411.3467616
Sum	9363479679
Variance	3.939407989 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14668	1.4%
2600	538	0.1%
2768	526	0.1%
2400	509	0.1%
3000	506	< 0.1%
2584	505	< 0.1%
2984	505	< 0.1%
2800	503	< 0.1%
2384	503	< 0.1%
2216	481	< 0.1%
Other values (36198)	992806	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-71572	1	< 0.1%
-62485	1	< 0.1%
-15550	1	< 0.1%
-14642	1	< 0.1%
-12701	1	< 0.1%

Value	Count	Frequency (%)
429923703	1	< 0.1%
184071718	1	< 0.1%
163374120	1	< 0.1%
146964082	1	< 0.1%
128268125	1	< 0.1%

EST3_E
Real number (ℝ)

SKEWED ZEROS

Distinct	31819
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7674.830285

Minimum	-41381
Maximum	525072378
Zeros	10401
Zeros (%)	1.0%
Negative	10
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-41381
5-th percentile	1070
Q1	1927
median	2784
Q3	4223
95-th percentile	9580
Maximum	525072378
Range	525113759
Interquartile range (IQR)	2296

Descriptive statistics

Standard deviation	708222.3509
Coefficient of variation (CV)	92.27856834
Kurtosis	327666.9304
Mean	7674.830285
Median Absolute Deviation (MAD)	1031
Skewness	502.9456276
Sum	7767311990
Variance	5.015788984 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10401	1.0%
2000	715	0.1%
2200	667	0.1%
1984	664	0.1%
1784	647	0.1%
2168	646	0.1%
2184	645	0.1%
1800	641	0.1%
2016	639	0.1%
1968	628	0.1%
Other values (31809)	995757	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-41381	1	< 0.1%
-24118	1	< 0.1%
-16644	1	< 0.1%
-13641	1	< 0.1%
-12426	1	< 0.1%

Value	Count	Frequency (%)
525072378	1	< 0.1%
272729354	1	< 0.1%
169998263	1	< 0.1%
139259333	1	< 0.1%
107292964	1	< 0.1%

EST4_E
Real number (ℝ)

SKEWED ZEROS

Distinct	50223
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12846.06367

Minimum	-3598047
Maximum	2147483647
Zeros	15163
Zeros (%)	1.5%
Negative	21
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3598047
5-th percentile	1258
Q1	2447
median	3595.5
Q3	5716
95-th percentile	20280
Maximum	2147483647
Range	2151081694
Interquartile range (IQR)	3269

Descriptive statistics

Standard deviation	2403655.966
Coefficient of variation (CV)	187.112257
Kurtosis	649945.2178
Mean	12846.06367
Median Absolute Deviation (MAD)	1407.5
Skewness	765.8469759
Sum	1.300085874 × 10¹⁰
Variance	5.777562003 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15163	1.5%
2600	497	< 0.1%
2200	490	< 0.1%
2800	490	< 0.1%
2400	484	< 0.1%
2584	484	< 0.1%
2384	477	< 0.1%
3000	474	< 0.1%
2000	459	< 0.1%
2416	458	< 0.1%
Other values (50213)	992574	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3598047	1	< 0.1%
-34050	1	< 0.1%
-26535	1	< 0.1%
-19914	1	< 0.1%
-19365	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
880042878	1	< 0.1%
543666822	1	< 0.1%
169013762	1	< 0.1%
161096767	1	< 0.1%

EST5_E
Real number (ℝ)

SKEWED ZEROS

Distinct	36682
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10362.8358

Minimum	-88286
Maximum	2147483647
Zeros	10512
Zeros (%)	1.0%
Negative	17
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-88286
5-th percentile	1369
Q1	2456
median	3495
Q3	5208
95-th percentile	11929
Maximum	2147483647
Range	2147571933
Interquartile range (IQR)	2752

Descriptive statistics

Standard deviation	2182954.738
Coefficient of variation (CV)	210.6522559
Kurtosis	925593.9515
Mean	10362.8358
Median Absolute Deviation (MAD)	1240
Skewness	943.2971226
Sum	1.048770797 × 10¹⁰
Variance	4.76529139 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10512	1.0%
2384	536	0.1%
2368	534	0.1%
2800	526	0.1%
2784	526	0.1%
3000	526	0.1%
2600	516	0.1%
2400	512	0.1%
2184	512	0.1%
2984	509	0.1%
Other values (36672)	996841	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-88286	1	< 0.1%
-49408	1	< 0.1%
-27949	1	< 0.1%
-14730	1	< 0.1%
-13930	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
194734369	1	< 0.1%
187361934	1	< 0.1%
176942214	1	< 0.1%
124732514	1	< 0.1%

EST6_E
Real number (ℝ)

SKEWED ZEROS

Distinct	34209
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8117.425589

Minimum	-3574100
Maximum	346412854
Zeros	15082
Zeros (%)	1.5%
Negative	14
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3574100
5-th percentile	1187
Q1	2190
median	3161
Q3	4818
95-th percentile	11012.55
Maximum	346412854
Range	349986954
Interquartile range (IQR)	2628

Descriptive statistics

Standard deviation	701841.1546
Coefficient of variation (CV)	86.46105184
Kurtosis	169114.2551
Mean	8117.425589
Median Absolute Deviation (MAD)	1169
Skewness	381.6700015
Sum	8215240567
Variance	4.925810063 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15082	1.5%
2000	634	0.1%
2184	622	0.1%
2200	614	0.1%
2384	584	0.1%
2400	576	0.1%
2584	562	0.1%
2600	561	0.1%
2568	556	0.1%
2016	555	0.1%
Other values (34199)	991704	98.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3574100	1	< 0.1%
-81895	1	< 0.1%
-78261	1	< 0.1%
-68924	1	< 0.1%
-22268	1	< 0.1%

Value	Count	Frequency (%)
346412854	1	< 0.1%
343819750	1	< 0.1%
321131581	1	< 0.1%
178663865	1	< 0.1%
167945514	1	< 0.1%

EST7_E
Real number (ℝ)

SKEWED ZEROS

Distinct	31872
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7080.000616

Minimum	-2520786
Maximum	193147784
Zeros	10408
Zeros (%)	1.0%
Negative	17
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-2520786
5-th percentile	1192
Q1	2182
median	3146
Q3	4716
95-th percentile	10218
Maximum	193147784
Range	195668570
Interquartile range (IQR)	2534

Descriptive statistics

Standard deviation	431013.2344
Coefficient of variation (CV)	60.87757019
Kurtosis	97547.18022
Mean	7080.000616
Median Absolute Deviation (MAD)	1148
Skewness	284.2581361
Sum	7165314623
Variance	1.857724083 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10408	1.0%
2184	626	0.1%
2000	603	0.1%
2200	597	0.1%
2384	589	0.1%
2400	584	0.1%
2216	571	0.1%
2600	561	0.1%
2168	557	0.1%
1984	549	0.1%
Other values (31862)	996405	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2520786	1	< 0.1%
-2187273	1	< 0.1%
-11944	1	< 0.1%
-10569	1	< 0.1%
-8353	1	< 0.1%

Value	Count	Frequency (%)
193147784	1	< 0.1%
181513747	1	< 0.1%
134991433	1	< 0.1%
101691871	1	< 0.1%
89522233	1	< 0.1%

EST8_E
Real number (ℝ)

SKEWED ZEROS

Distinct	35559
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7946.490209

Minimum	-3599692
Maximum	2147483647
Zeros	11291
Zeros (%)	1.1%
Negative	20
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3599692
5-th percentile	1153
Q1	2071
median	2939
Q3	4462
95-th percentile	11286.55
Maximum	2147483647
Range	2151083339
Interquartile range (IQR)	2391

Descriptive statistics

Standard deviation	2155722.132
Coefficient of variation (CV)	271.279782
Kurtosis	973269.0964
Mean	7946.490209
Median Absolute Deviation (MAD)	1057
Skewness	978.6267425
Sum	8042245416
Variance	4.647137909 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11291	1.1%
2400	676	0.1%
2200	649	0.1%
2384	640	0.1%
2000	639	0.1%
1984	634	0.1%
1800	619	0.1%
2184	616	0.1%
1968	616	0.1%
2168	615	0.1%
Other values (35549)	995055	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3599692	1	< 0.1%
-3596329	1	< 0.1%
-92455	1	< 0.1%
-75098	1	< 0.1%
-60357	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
256738328	1	< 0.1%
92584712	1	< 0.1%
83856179	1	< 0.1%
31997140	1	< 0.1%

EST9_E
Real number (ℝ)

SKEWED ZEROS

Distinct	29651
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5526.437137

Minimum	-79175662
Maximum	313106990
Zeros	10197
Zeros (%)	1.0%
Negative	16
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-79175662
5-th percentile	1086
Q1	1921
median	2772
Q3	4203
95-th percentile	9318
Maximum	313106990
Range	392282652
Interquartile range (IQR)	2282

Descriptive statistics

Standard deviation	445650.2207
Coefficient of variation (CV)	80.63969783
Kurtosis	297933.4912
Mean	5526.437137
Median Absolute Deviation (MAD)	1021
Skewness	488.0318496
Sum	5593030704
Variance	1.986041192 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10197	1.0%
1800	688	0.1%
2000	683	0.1%
2200	674	0.1%
1984	670	0.1%
2168	655	0.1%
1600	649	0.1%
2016	649	0.1%
2184	631	0.1%
2232	625	0.1%
Other values (29641)	995929	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-79175662	1	< 0.1%
-112544	1	< 0.1%
-70225	1	< 0.1%
-68967	1	< 0.1%
-38167	1	< 0.1%

Value	Count	Frequency (%)
313106990	1	< 0.1%
183826938	1	< 0.1%
177510154	1	< 0.1%
77966534	1	< 0.1%
72472496	1	< 0.1%

EST10_E
Real number (ℝ)

SKEWED ZEROS

Distinct	32258
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4754.137683

Minimum	-43558
Maximum	83241752
Zeros	10857
Zeros (%)	1.1%
Negative	6
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-43558
5-th percentile	1008
Q1	1760
median	2566
Q3	3978
95-th percentile	10134
Maximum	83241752
Range	83285310
Interquartile range (IQR)	2218

Descriptive statistics

Standard deviation	170662.6614
Coefficient of variation (CV)	35.89771117
Kurtosis	149969.0793
Mean	4754.137683
Median Absolute Deviation (MAD)	974
Skewness	360.7584899
Sum	4811425042
Variance	2.9125744 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10857	1.1%
1800	742	0.1%
1584	735	0.1%
1600	734	0.1%
1784	733	0.1%
2000	726	0.1%
1984	703	0.1%
2200	679	0.1%
2016	673	0.1%
1968	669	0.1%
Other values (32248)	994799	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-43558	1	< 0.1%
-15337	1	< 0.1%
-11167	1	< 0.1%
-8199	1	< 0.1%
-3140	1	< 0.1%

Value	Count	Frequency (%)
83241752	1	< 0.1%
81790376	1	< 0.1%
63051920	1	< 0.1%
60371955	1	< 0.1%
38513286	1	< 0.1%

AGR1_E
Real number (ℝ)

SKEWED ZEROS

Distinct	47522
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17761.28282

Minimum	-2757521
Maximum	1170859453
Zeros	10523
Zeros (%)	1.0%
Negative	27
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-2757521
5-th percentile	1245
Q1	2894
median	4360
Q3	6870
95-th percentile	17947.55
Maximum	1170859453
Range	1173616974
Interquartile range (IQR)	3976

Descriptive statistics

Standard deviation	1695214.815
Coefficient of variation (CV)	95.4443906
Kurtosis	253228.9302
Mean	17761.28282
Median Absolute Deviation (MAD)	1771
Skewness	433.5328327
Sum	1.797530628 × 10¹⁰
Variance	2.873753269 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10523	1.0%
3200	283	< 0.1%
3415	283	< 0.1%
2783	275	< 0.1%
3183	275	< 0.1%
3399	274	< 0.1%
3000	274	< 0.1%
2983	272	< 0.1%
3367	269	< 0.1%
3048	267	< 0.1%
Other values (47512)	999055	98.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2757521	1	< 0.1%
-54241	1	< 0.1%
-53219	1	< 0.1%
-48675	1	< 0.1%
-41125	1	< 0.1%

Value	Count	Frequency (%)
1170859453	1	< 0.1%
613109056	1	< 0.1%
433601409	1	< 0.1%
348126048	1	< 0.1%
345030858	1	< 0.1%

AGR2_E
Real number (ℝ)

SKEWED ZEROS

Distinct	34416
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8801.810931

Minimum	-3592606
Maximum	473898335
Zeros	14510
Zeros (%)	1.4%
Negative	14
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3592606
5-th percentile	1222
Q1	2246
median	3259
Q3	4953
95-th percentile	11441
Maximum	473898335
Range	477490941
Interquartile range (IQR)	2707

Descriptive statistics

Standard deviation	718602.3245
Coefficient of variation (CV)	81.64255403
Kurtosis	252373.7613
Mean	8801.810931
Median Absolute Deviation (MAD)	1213
Skewness	446.0193741
Sum	8907872753
Variance	5.163893008 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14510	1.4%
2400	579	0.1%
2000	571	0.1%
2384	563	0.1%
2600	546	0.1%
2184	539	0.1%
2800	538	0.1%
2200	535	0.1%
2168	534	0.1%
2584	533	0.1%
Other values (34406)	992602	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3592606	1	< 0.1%
-247687	1	< 0.1%
-87073	1	< 0.1%
-82960	1	< 0.1%
-21095	1	< 0.1%

Value	Count	Frequency (%)
473898335	1	< 0.1%
353514508	1	< 0.1%
172690760	1	< 0.1%
149536446	1	< 0.1%
112992632	1	< 0.1%

AGR3_E
Real number (ℝ)

SKEWED

Distinct	34696
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6637.533244

Minimum	-1795552
Maximum	130124433
Zeros	9975
Zeros (%)	1.0%
Negative	12
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-1795552
5-th percentile	1254
Q1	2223
median	3160
Q3	4752
95-th percentile	11287
Maximum	130124433
Range	131919985
Interquartile range (IQR)	2529

Descriptive statistics

Standard deviation	259202.9129
Coefficient of variation (CV)	39.05109073
Kurtosis	106850.9154
Mean	6637.533244
Median Absolute Deviation (MAD)	1127
Skewness	291.8052277
Sum	6717515520
Variance	6.718615007 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9975	1.0%
2184	600	0.1%
2400	598	0.1%
2584	597	0.1%
2200	574	0.1%
2000	574	0.1%
2384	574	0.1%
2368	572	0.1%
2216	562	0.1%
2600	562	0.1%
Other values (34686)	996862	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1795552	1	< 0.1%
-56215	1	< 0.1%
-44884	1	< 0.1%
-35864	1	< 0.1%
-23578	1	< 0.1%

Value	Count	Frequency (%)
130124433	1	< 0.1%
88303805	1	< 0.1%
77780801	1	< 0.1%
72625828	1	< 0.1%
72320616	1	< 0.1%

AGR4_E
Real number (ℝ)

SKEWED ZEROS

Distinct	37497
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9050.06859

Minimum	-67786
Maximum	342253546
Zeros	12416
Zeros (%)	1.2%
Negative	21
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-67786
5-th percentile	1197
Q1	2189
median	3177
Q3	4880
95-th percentile	11877
Maximum	342253546
Range	342321332
Interquartile range (IQR)	2691

Descriptive statistics

Standard deviation	757747.3616
Coefficient of variation (CV)	83.72835565
Kurtosis	140450.8654
Mean	9050.06859
Median Absolute Deviation (MAD)	1191
Skewness	352.2600161
Sum	9159121917
Variance	5.74181064 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12416	1.2%
2200	614	0.1%
2384	582	0.1%
2000	573	0.1%
2184	561	0.1%
2584	549	0.1%
2016	548	0.1%
1984	548	0.1%
2168	547	0.1%
2400	547	0.1%
Other values (37487)	994565	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-67786	1	< 0.1%
-44413	1	< 0.1%
-31911	1	< 0.1%
-28270	1	< 0.1%
-16355	1	< 0.1%

Value	Count	Frequency (%)
342253546	1	< 0.1%
336524443	1	< 0.1%
329878192	1	< 0.1%
246061780	1	< 0.1%
234931061	1	< 0.1%

AGR5_E
Real number (ℝ)

SKEWED ZEROS

Distinct	37524
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11186.91796

Minimum	-61865
Maximum	2147483647
Zeros	11014
Zeros (%)	1.1%
Negative	20
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-61865
5-th percentile	1626
Q1	2916
median	4066
Q3	5921
95-th percentile	12738
Maximum	2147483647
Range	2147545512
Interquartile range (IQR)	3005

Descriptive statistics

Standard deviation	2182042.27
Coefficient of variation (CV)	195.0530322
Kurtosis	927080.5209
Mean	11186.91796
Median Absolute Deviation (MAD)	1369
Skewness	944.0118145
Sum	1.132172032 × 10¹⁰
Variance	4.761308469 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11014	1.1%
2600	486	< 0.1%
3184	485	< 0.1%
3000	485	< 0.1%
3200	479	< 0.1%
3400	479	< 0.1%
2800	462	< 0.1%
3384	458	< 0.1%
2984	457	< 0.1%
3016	446	< 0.1%
Other values (37514)	996799	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-61865	1	< 0.1%
-20294	1	< 0.1%
-17609	1	< 0.1%
-17141	1	< 0.1%
-11828	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
170693448	1	< 0.1%
156557699	1	< 0.1%
156391659	1	< 0.1%
134804667	1	< 0.1%

AGR6_E
Real number (ℝ)

SKEWED ZEROS

Distinct	32128
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6245.365524

Minimum	-247504
Maximum	166636468
Zeros	14685
Zeros (%)	1.5%
Negative	10
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-247504
5-th percentile	1116
Q1	1998
median	2861
Q3	4360.75
95-th percentile	10174
Maximum	166636468
Range	166883972
Interquartile range (IQR)	2362.75

Descriptive statistics

Standard deviation	350631.2888
Coefficient of variation (CV)	56.14263688
Kurtosis	125547.7917
Mean	6245.365524
Median Absolute Deviation (MAD)	1045
Skewness	324.4145724
Sum	6320622179
Variance	1.229423007 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14685	1.5%
2000	753	0.1%
2200	679	0.1%
1984	675	0.1%
2016	667	0.1%
2400	642	0.1%
2184	638	0.1%
1800	635	0.1%
2168	632	0.1%
2368	624	0.1%
Other values (32118)	991420	98.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-247504	1	< 0.1%
-21938	1	< 0.1%
-20522	1	< 0.1%
-8785	1	< 0.1%
-8211	1	< 0.1%

Value	Count	Frequency (%)
166636468	1	< 0.1%
163457237	1	< 0.1%
101815799	1	< 0.1%
97539002	1	< 0.1%
95167226	1	< 0.1%

AGR7_E
Real number (ℝ)

SKEWED ZEROS

Distinct	34475
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8252.737486

Minimum	-65423
Maximum	498517579
Zeros	10512
Zeros (%)	1.0%
Negative	12
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-65423
5-th percentile	1488
Q1	2651
median	3699
Q3	5384
95-th percentile	11543
Maximum	498517579
Range	498583002
Interquartile range (IQR)	2733

Descriptive statistics

Standard deviation	667472.5966
Coefficient of variation (CV)	80.87893232
Kurtosis	348425.5218
Mean	8252.737486
Median Absolute Deviation (MAD)	1245
Skewness	532.6253585
Sum	8352182973
Variance	4.455196673 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10512	1.0%
2800	539	0.1%
3000	526	0.1%
3016	515	0.1%
2600	515	0.1%
3184	515	0.1%
2768	507	0.1%
3200	504	< 0.1%
2784	502	< 0.1%
2984	500	< 0.1%
Other values (34465)	996915	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-65423	1	< 0.1%
-57704	1	< 0.1%
-29525	1	< 0.1%
-19573	1	< 0.1%
-14543	1	< 0.1%

Value	Count	Frequency (%)
498517579	1	< 0.1%
251861470	1	< 0.1%
248813643	1	< 0.1%
97299090	1	< 0.1%
84448612	1	< 0.1%

AGR8_E
Real number (ℝ)

SKEWED ZEROS

Distinct	37711
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8958.954353

Minimum	-764938
Maximum	1367497215
Zeros	12607
Zeros (%)	1.2%
Negative	23
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-764938
5-th percentile	1419
Q1	2658
median	3819
Q3	5677
95-th percentile	12524
Maximum	1367497215
Range	1368262153
Interquartile range (IQR)	3019

Descriptive statistics

Standard deviation	1400888.909
Coefficient of variation (CV)	156.367457
Kurtosis	897731.6094
Mean	8958.954353
Median Absolute Deviation (MAD)	1377
Skewness	924.0689062
Sum	9066909753
Variance	1.962489736 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12607	1.2%
3000	521	0.1%
3200	506	< 0.1%
2600	485	< 0.1%
2584	482	< 0.1%
2568	473	< 0.1%
2784	456	< 0.1%
2768	455	< 0.1%
2968	451	< 0.1%
2984	450	< 0.1%
Other values (37701)	995164	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-764938	1	< 0.1%
-69783	1	< 0.1%
-27029	1	< 0.1%
-15139	1	< 0.1%
-9204	1	< 0.1%

Value	Count	Frequency (%)
1367497215	1	< 0.1%
202928270	1	< 0.1%
97602378	1	< 0.1%
93865610	1	< 0.1%
93089542	1	< 0.1%

AGR9_E
Real number (ℝ)

SKEWED

Distinct	30082
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5366.727566

Minimum	-527846
Maximum	79014287
Zeros	9968
Zeros (%)	1.0%
Negative	19
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-527846
5-th percentile	1255
Q1	2206
median	3122
Q3	4631
95-th percentile	9785
Maximum	79014287
Range	79542133
Interquartile range (IQR)	2425

Descriptive statistics

Standard deviation	163352.7502
Coefficient of variation (CV)	30.43805525
Kurtosis	127008.6596
Mean	5366.727566
Median Absolute Deviation (MAD)	1094
Skewness	327.5786335
Sum	5431396633
Variance	2.668412099 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9968	1.0%
2000	678	0.1%
2400	638	0.1%
2600	631	0.1%
2200	602	0.1%
2800	578	0.1%
1984	575	0.1%
2584	572	0.1%
2384	566	0.1%
2184	566	0.1%
Other values (30072)	996676	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-527846	1	< 0.1%
-29969	1	< 0.1%
-19855	1	< 0.1%
-17521	1	< 0.1%
-17114	1	< 0.1%

Value	Count	Frequency (%)
79014287	1	< 0.1%
68481626	1	< 0.1%
62757478	1	< 0.1%
52847907	1	< 0.1%
38714159	1	< 0.1%

AGR10_E
Real number (ℝ)

SKEWED ZEROS

Distinct	35885
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6046.498929

Minimum	-85674
Maximum	240623398
Zeros	12199
Zeros (%)	1.2%
Negative	15
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-85674
5-th percentile	1313
Q1	2378
median	3333
Q3	4911
95-th percentile	12013
Maximum	240623398
Range	240709072
Interquartile range (IQR)	2533

Descriptive statistics

Standard deviation	304716.2827
Coefficient of variation (CV)	50.39549105
Kurtosis	401260.5401
Mean	6046.498929
Median Absolute Deviation (MAD)	1143
Skewness	563.6834841
Sum	6119359241
Variance	9.285201292 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12199	1.2%
2600	585	0.1%
2800	579	0.1%
2784	566	0.1%
2568	564	0.1%
2584	562	0.1%
2400	562	0.1%
2368	560	0.1%
3000	550	0.1%
2416	546	0.1%
Other values (35875)	994777	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-85674	1	< 0.1%
-49731	1	< 0.1%
-41399	1	< 0.1%
-30134	1	< 0.1%
-14650	1	< 0.1%

Value	Count	Frequency (%)
240623398	1	< 0.1%
81582425	1	< 0.1%
72918541	1	< 0.1%
72317250	1	< 0.1%
68315147	1	< 0.1%

CSN1_E
Real number (ℝ)

SKEWED ZEROS

Distinct	36819
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12304.53142

Minimum	-3590638
Maximum	772659169
Zeros	17559
Zeros (%)	1.7%
Negative	13
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3590638
5-th percentile	1159
Q1	2368
median	3515
Q3	5459
95-th percentile	12827
Maximum	772659169
Range	776249807
Interquartile range (IQR)	3091

Descriptive statistics

Standard deviation	1315469.378
Coefficient of variation (CV)	106.9093436
Kurtosis	178227.5522
Mean	12304.53142
Median Absolute Deviation (MAD)	1381
Skewness	384.6374151
Sum	1.245280103 × 10¹⁰
Variance	1.730459686 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17559	1.7%
2200	515	0.1%
2600	502	< 0.1%
2400	502	< 0.1%
3000	485	< 0.1%
2384	476	< 0.1%
2616	462	< 0.1%
2984	452	< 0.1%
2216	452	< 0.1%
2368	448	< 0.1%
Other values (36809)	990197	97.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3590638	1	< 0.1%
-3577007	1	< 0.1%
-70931	1	< 0.1%
-9936	1	< 0.1%
-7768	1	< 0.1%

Value	Count	Frequency (%)
772659169	1	< 0.1%
488543776	1	< 0.1%
469940177	1	< 0.1%
436577372	1	< 0.1%
434904824	1	< 0.1%

CSN2_E
Real number (ℝ)

SKEWED ZEROS

Distinct	41339
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10257.16892

Minimum	-35996486
Maximum	263737418
Zeros	11613
Zeros (%)	1.1%
Negative	14
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-35996486
5-th percentile	1473
Q1	2954
median	4240
Q3	6249
95-th percentile	14427
Maximum	263737418
Range	299733904
Interquartile range (IQR)	3295

Descriptive statistics

Standard deviation	572954.1913
Coefficient of variation (CV)	55.85890178
Kurtosis	97506.98881
Mean	10257.16892
Median Absolute Deviation (MAD)	1517
Skewness	275.2434636
Sum	1.03807678 × 10¹⁰
Variance	3.282765053 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11613	1.1%
2600	442	< 0.1%
3200	431	< 0.1%
3000	426	< 0.1%
3400	422	< 0.1%
2984	421	< 0.1%
3184	420	< 0.1%
3016	418	< 0.1%
3384	415	< 0.1%
3984	404	< 0.1%
Other values (41329)	996638	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-35996486	1	< 0.1%
-12356	1	< 0.1%
-6961	1	< 0.1%
-4505	1	< 0.1%
-4085	1	< 0.1%

Value	Count	Frequency (%)
263737418	1	< 0.1%
239935265	1	< 0.1%
169887206	1	< 0.1%
164392718	1	< 0.1%
117684513	1	< 0.1%

CSN3_E
Real number (ℝ)

SKEWED ZEROS

Distinct	33996
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9072.384348

Minimum	-94464
Maximum	1100334734
Zeros	11008
Zeros (%)	1.1%
Negative	17
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-94464
5-th percentile	1303
Q1	2264
median	3195
Q3	4746
95-th percentile	10614
Maximum	1100334734
Range	1100429198
Interquartile range (IQR)	2482

Descriptive statistics

Standard deviation	1258236.982
Coefficient of variation (CV)	138.688677
Kurtosis	586520.3519
Mean	9072.384348
Median Absolute Deviation (MAD)	1116
Skewness	703.4795966
Sum	9181706579
Variance	1.583160304 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11008	1.1%
2200	619	0.1%
2400	612	0.1%
2568	602	0.1%
2600	591	0.1%
2000	588	0.1%
2216	587	0.1%
2168	585	0.1%
2584	584	0.1%
2184	581	0.1%
Other values (33986)	995693	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-94464	1	< 0.1%
-15375	1	< 0.1%
-9404	1	< 0.1%
-6751	1	< 0.1%
-5308	1	< 0.1%

Value	Count	Frequency (%)
1100334734	1	< 0.1%
314632666	1	< 0.1%
290391389	1	< 0.1%
201046200	1	< 0.1%
193066776	1	< 0.1%

CSN4_E
Real number (ℝ)

SKEWED ZEROS

Distinct	36432
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9178.775039

Minimum	-3597020
Maximum	379610457
Zeros	11503
Zeros (%)	1.1%
Negative	23
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3597020
5-th percentile	1285
Q1	2330
median	3320
Q3	4936
95-th percentile	11536.55
Maximum	379610457
Range	383207477
Interquartile range (IQR)	2606

Descriptive statistics

Standard deviation	721727.7863
Coefficient of variation (CV)	78.63007681
Kurtosis	140591.7552
Mean	9178.775039
Median Absolute Deviation (MAD)	1182
Skewness	339.2750663
Sum	9289379278
Variance	5.208909976 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11503	1.1%
3000	572	0.1%
2600	572	0.1%
2200	558	0.1%
2168	551	0.1%
2584	548	0.1%
2400	545	0.1%
2384	543	0.1%
2800	541	0.1%
2352	539	0.1%
Other values (36422)	995578	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3597020	1	< 0.1%
-727303	1	< 0.1%
-119255	1	< 0.1%
-57599	1	< 0.1%
-50476	1	< 0.1%

Value	Count	Frequency (%)
379610457	1	< 0.1%
276846098	1	< 0.1%
270221279	1	< 0.1%
269084217	1	< 0.1%
140148953	1	< 0.1%

CSN5_E
Real number (ℝ)

SKEWED ZEROS

Distinct	42561
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9029.571657

Minimum	-3512740
Maximum	958623288
Zeros	12265
Zeros (%)	1.2%
Negative	14
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3512740
5-th percentile	1385
Q1	2512
median	3569
Q3	5398
95-th percentile	14837
Maximum	958623288
Range	962136028
Interquartile range (IQR)	2886

Descriptive statistics

Standard deviation	1015568.903
Coefficient of variation (CV)	112.4714374
Kurtosis	786126.5204
Mean	9029.571657
Median Absolute Deviation (MAD)	1279
Skewness	843.8599846
Sum	9138377995
Variance	1.031380197 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12265	1.2%
2400	544	0.1%
3184	532	0.1%
3000	528	0.1%
2384	524	0.1%
2784	521	0.1%
2600	512	0.1%
2800	509	0.1%
2616	498	< 0.1%
3216	495	< 0.1%
Other values (42551)	995122	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3512740	1	< 0.1%
-14630	1	< 0.1%
-12298	1	< 0.1%
-11191	1	< 0.1%
-9020	1	< 0.1%

Value	Count	Frequency (%)
958623288	1	< 0.1%
179615236	1	< 0.1%
145197006	1	< 0.1%
100673855	1	< 0.1%
90483466	1	< 0.1%

CSN6_E
Real number (ℝ)

SKEWED ZEROS

Distinct	37734
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11728.7507

Minimum	-74245
Maximum	2147483647
Zeros	10931
Zeros (%)	1.1%
Negative	9
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-74245
5-th percentile	1550
Q1	3095
median	4360
Q3	6262
95-th percentile	13047
Maximum	2147483647
Range	2147557892
Interquartile range (IQR)	3167

Descriptive statistics

Standard deviation	2245636.112
Coefficient of variation (CV)	191.4642208
Kurtosis	828456.8308
Mean	11728.7507
Median Absolute Deviation (MAD)	1478
Skewness	877.1429408
Sum	1.187008214 × 10¹⁰
Variance	5.042881549 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10931	1.1%
3400	461	< 0.1%
3200	452	< 0.1%
3000	439	< 0.1%
3600	422	< 0.1%
3584	414	< 0.1%
4000	412	< 0.1%
2968	410	< 0.1%
3384	410	< 0.1%
3984	408	< 0.1%
Other values (37724)	997291	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-74245	1	< 0.1%
-30926	1	< 0.1%
-20334	1	< 0.1%
-12788	1	< 0.1%
-7589	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
443209652	1	< 0.1%
314103595	1	< 0.1%
258379130	1	< 0.1%
194728790	1	< 0.1%

CSN7_E
Real number (ℝ)

SKEWED ZEROS

Distinct	29311
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5558.312546

Minimum	-100291
Maximum	135958221
Zeros	11466
Zeros (%)	1.1%
Negative	20
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-100291
5-th percentile	1178
Q1	2032
median	2891
Q3	4314
95-th percentile	9324
Maximum	135958221
Range	136058512
Interquartile range (IQR)	2282

Descriptive statistics

Standard deviation	269192.93
Coefficient of variation (CV)	48.43069328
Kurtosis	121885.1261
Mean	5558.312546
Median Absolute Deviation (MAD)	1027
Skewness	319.5573964
Sum	5625290212
Variance	7.246483358 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11466	1.1%
2000	700	0.1%
1800	678	0.1%
2184	657	0.1%
2200	657	0.1%
2400	640	0.1%
1984	635	0.1%
2384	625	0.1%
2168	622	0.1%
1968	615	0.1%
Other values (29301)	994755	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-100291	1	< 0.1%
-70291	1	< 0.1%
-30016	1	< 0.1%
-20246	1	< 0.1%
-13295	1	< 0.1%

Value	Count	Frequency (%)
135958221	1	< 0.1%
109102367	1	< 0.1%
84828106	1	< 0.1%
75856341	1	< 0.1%
68254682	1	< 0.1%

CSN8_E
Real number (ℝ)

SKEWED ZEROS

Distinct	54753
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11139.80188

Minimum	-2464695
Maximum	250323151
Zeros	12067
Zeros (%)	1.2%
Negative	17
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-2464695
5-th percentile	1265
Q1	2452
median	3764
Q3	7122
95-th percentile	25938
Maximum	250323151
Range	252787846
Interquartile range (IQR)	4670

Descriptive statistics

Standard deviation	565992.2452
Coefficient of variation (CV)	50.80810694
Kurtosis	86931.19895
Mean	11139.80188
Median Absolute Deviation (MAD)	1679
Skewness	271.9721158
Sum	1.127403649 × 10¹⁰
Variance	3.203472216 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12067	1.2%
2400	489	< 0.1%
2600	487	< 0.1%
3000	475	< 0.1%
2800	469	< 0.1%
2200	453	< 0.1%
2384	451	< 0.1%
2368	447	< 0.1%
2616	443	< 0.1%
2768	437	< 0.1%
Other values (54743)	995832	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2464695	1	< 0.1%
-177880	1	< 0.1%
-114187	1	< 0.1%
-30045	1	< 0.1%
-23521	1	< 0.1%

Value	Count	Frequency (%)
250323151	1	< 0.1%
181555960	1	< 0.1%
177082189	1	< 0.1%
164207771	1	< 0.1%
163025773	1	< 0.1%

CSN9_E
Real number (ℝ)

SKEWED ZEROS

Distinct	28635
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5432.952253

Minimum	-29167
Maximum	328867050
Zeros	11404
Zeros (%)	1.1%
Negative	11
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-29167
5-th percentile	1107
Q1	2000
median	2876
Q3	4272
95-th percentile	9001
Maximum	328867050
Range	328896217
Interquartile range (IQR)	2272

Descriptive statistics

Standard deviation	404409.0262
Coefficient of variation (CV)	74.43632989
Kurtosis	455552.1675
Mean	5432.952253
Median Absolute Deviation (MAD)	1039
Skewness	613.7706632
Sum	5498419328
Variance	1.635466605 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11404	1.1%
2200	688	0.1%
2000	657	0.1%
1800	656	0.1%
2184	653	0.1%
2016	643	0.1%
1984	643	0.1%
2168	628	0.1%
2400	605	0.1%
2384	600	0.1%
Other values (28625)	994873	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-29167	1	< 0.1%
-16781	1	< 0.1%
-14664	1	< 0.1%
-14090	1	< 0.1%
-4987	1	< 0.1%

Value	Count	Frequency (%)
328867050	1	< 0.1%
146085819	1	< 0.1%
87497885	1	< 0.1%
85128289	1	< 0.1%
76855019	1	< 0.1%

CSN10_E
Real number (ℝ)

SKEWED ZEROS

Distinct	46563
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10792.89039

Minimum	-32337
Maximum	2147483647
Zeros	12392
Zeros (%)	1.2%
Negative	10
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-32337
5-th percentile	1296
Q1	2648
median	3924
Q3	6098
95-th percentile	19807
Maximum	2147483647
Range	2147515984
Interquartile range (IQR)	3450

Descriptive statistics

Standard deviation	2207098.11
Coefficient of variation (CV)	204.495555
Kurtosis	886376.8505
Mean	10792.89039
Median Absolute Deviation (MAD)	1532
Skewness	916.7903446
Sum	1.092294472 × 10¹⁰
Variance	4.871282068 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12392	1.2%
3000	458	< 0.1%
2984	444	< 0.1%
2600	434	< 0.1%
2968	433	< 0.1%
2616	430	< 0.1%
3200	429	< 0.1%
2768	426	< 0.1%
2400	422	< 0.1%
2800	416	< 0.1%
Other values (46553)	995766	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-32337	1	< 0.1%
-14988	1	< 0.1%
-10840	1	< 0.1%
-8763	1	< 0.1%
-7323	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
338015826	1	< 0.1%
221122542	1	< 0.1%
212878289	1	< 0.1%
164756282	1	< 0.1%

OPN1_E
Real number (ℝ)

SKEWED ZEROS

Distinct	32335
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8244.371449

Minimum	-53927742
Maximum	675047026
Zeros	14534
Zeros (%)	1.4%
Negative	22
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-53927742
5-th percentile	1082
Q1	2073
median	3025
Q3	4562
95-th percentile	10475
Maximum	675047026
Range	728974768
Interquartile range (IQR)	2489

Descriptive statistics

Standard deviation	926592.7049
Coefficient of variation (CV)	112.3909458
Kurtosis	318202.8607
Mean	8244.371449
Median Absolute Deviation (MAD)	1131
Skewness	506.6484062
Sum	8343716125
Variance	8.585740408 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14534	1.4%
2000	657	0.1%
2400	609	0.1%
2200	572	0.1%
2184	571	0.1%
2416	570	0.1%
2384	562	0.1%
1984	554	0.1%
2368	549	0.1%
2800	548	0.1%
Other values (32325)	992324	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-53927742	1	< 0.1%
-57380	1	< 0.1%
-54265	1	< 0.1%
-47895	1	< 0.1%
-16113	1	< 0.1%

Value	Count	Frequency (%)
675047026	1	< 0.1%
377298233	1	< 0.1%
253893586	1	< 0.1%
223501988	1	< 0.1%
175216690	1	< 0.1%

OPN2_E
Real number (ℝ)

SKEWED ZEROS

Distinct	46104
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13019.28558

Minimum	-215205
Maximum	1026125615
Zeros	10993
Zeros (%)	1.1%
Negative	21
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-215205
5-th percentile	1669
Q1	3053
median	4253
Q3	6228
95-th percentile	15799
Maximum	1026125615
Range	1026340820
Interquartile range (IQR)	3175

Descriptive statistics

Standard deviation	1222449.634
Coefficient of variation (CV)	93.89529296
Kurtosis	499762.6033
Mean	13019.28558
Median Absolute Deviation (MAD)	1434
Skewness	629.1515913
Sum	1.317616797 × 10¹⁰
Variance	1.494383108 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10993	1.1%
3184	476	< 0.1%
3200	465	< 0.1%
3384	461	< 0.1%
2984	453	< 0.1%
3152	443	< 0.1%
3800	440	< 0.1%
3400	438	< 0.1%
2968	437	< 0.1%
3168	429	< 0.1%
Other values (46094)	997015	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-215205	1	< 0.1%
-47582	1	< 0.1%
-35698	1	< 0.1%
-31543	1	< 0.1%
-19829	1	< 0.1%

Value	Count	Frequency (%)
1026125615	1	< 0.1%
349979454	1	< 0.1%
213535676	1	< 0.1%
170701202	1	< 0.1%
169787828	1	< 0.1%

OPN3_E
Real number (ℝ)

SKEWED ZEROS

Distinct	38548
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7177.804736

Minimum	-417031
Maximum	193651938
Zeros	12397
Zeros (%)	1.2%
Negative	19
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-417031
5-th percentile	1006
Q1	1864
median	2751
Q3	4281
95-th percentile	12101
Maximum	193651938
Range	194068969
Interquartile range (IQR)	2417

Descriptive statistics

Standard deviation	376474.9071
Coefficient of variation (CV)	52.44986747
Kurtosis	104426.3801
Mean	7177.804736
Median Absolute Deviation (MAD)	1072
Skewness	284.8078183
Sum	7264297283
Variance	1.417333557 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12397	1.2%
1800	702	0.1%
2000	694	0.1%
2200	679	0.1%
1984	632	0.1%
2168	620	0.1%
1600	609	0.1%
1816	607	0.1%
1968	603	0.1%
1768	601	0.1%
Other values (38538)	993906	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-417031	1	< 0.1%
-237751	1	< 0.1%
-57708	1	< 0.1%
-29062	1	< 0.1%
-20008	1	< 0.1%

Value	Count	Frequency (%)
193651938	1	< 0.1%
124483678	1	< 0.1%
96547765	1	< 0.1%
87636326	1	< 0.1%
87229191	1	< 0.1%

OPN4_E
Real number (ℝ)

SKEWED ZEROS

Distinct	42152
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13298.42726

Minimum	-74467
Maximum	2147483647
Zeros	11243
Zeros (%)	1.1%
Negative	10
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-74467
5-th percentile	1474
Q1	2679
median	3738
Q3	5536
95-th percentile	13953
Maximum	2147483647
Range	2147558114
Interquartile range (IQR)	2857

Descriptive statistics

Standard deviation	3049879.574
Coefficient of variation (CV)	229.3413735
Kurtosis	485781.5509
Mean	13298.42726
Median Absolute Deviation (MAD)	1276
Skewness	690.6539963
Sum	1.345867331 × 10¹⁰
Variance	9.301765417 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11243	1.1%
3000	579	0.1%
2600	529	0.1%
2800	527	0.1%
3200	524	0.1%
2784	516	0.1%
2384	504	< 0.1%
3400	496	< 0.1%
2584	494	< 0.1%
2768	490	< 0.1%
Other values (42142)	996148	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-74467	1	< 0.1%
-70822	1	< 0.1%
-36002	1	< 0.1%
-20327	1	< 0.1%
-6586	1	< 0.1%

Value	Count	Frequency (%)
2147483647	2	< 0.1%
201571919	1	< 0.1%
168855388	1	< 0.1%
136851599	1	< 0.1%
116776420	1	< 0.1%

OPN5_E
Real number (ℝ)

SKEWED ZEROS

Distinct	31142
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6282.261363

Minimum	-128172
Maximum	162680825
Zeros	12055
Zeros (%)	1.2%
Negative	9
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-128172
5-th percentile	1132
Q1	1976
median	2830
Q3	4266
95-th percentile	9581.55
Maximum	162680825
Range	162808997
Interquartile range (IQR)	2290

Descriptive statistics

Standard deviation	341649.98
Coefficient of variation (CV)	54.38328021
Kurtosis	115643.3716
Mean	6282.261363
Median Absolute Deviation (MAD)	1025
Skewness	308.3895223
Sum	6357962612
Variance	1.167247089 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12055	1.2%
2000	736	0.1%
2200	717	0.1%
1984	696	0.1%
2184	670	0.1%
1800	665	0.1%
1968	652	0.1%
2384	649	0.1%
2216	648	0.1%
2400	631	0.1%
Other values (31132)	993931	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-128172	1	< 0.1%
-75300	1	< 0.1%
-62619	1	< 0.1%
-33466	1	< 0.1%
-8789	1	< 0.1%

Value	Count	Frequency (%)
162680825	1	< 0.1%
138191934	1	< 0.1%
134323148	1	< 0.1%
85632380	1	< 0.1%
81422267	1	< 0.1%

OPN6_E
Real number (ℝ)

SKEWED ZEROS

Distinct	33253
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8257.95465

Minimum	-7125690
Maximum	272628001
Zeros	12363
Zeros (%)	1.2%
Negative	14
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-7125690
5-th percentile	1305
Q1	2364
median	3337
Q3	4944
95-th percentile	10767
Maximum	272628001
Range	279753691
Interquartile range (IQR)	2580

Descriptive statistics

Standard deviation	564685.215
Coefficient of variation (CV)	68.38075999
Kurtosis	120449.7559
Mean	8257.95465
Median Absolute Deviation (MAD)	1164
Skewness	311.5222072
Sum	8357463004
Variance	3.18869392 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12363	1.2%
2600	587	0.1%
2400	586	0.1%
2584	571	0.1%
2200	568	0.1%
2216	545	0.1%
2384	539	0.1%
3000	532	0.1%
2800	531	0.1%
2784	531	0.1%
Other values (33243)	994697	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7125690	1	< 0.1%
-509916	1	< 0.1%
-27193	1	< 0.1%
-14622	1	< 0.1%
-13789	1	< 0.1%

Value	Count	Frequency (%)
272628001	1	< 0.1%
243586621	1	< 0.1%
212326692	1	< 0.1%
160076585	1	< 0.1%
109743321	1	< 0.1%

OPN7_E
Real number (ℝ)

SKEWED ZEROS

Distinct	33034
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7691.907981

Minimum	-61813
Maximum	389143415
Zeros	12620
Zeros (%)	1.2%
Negative	22
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-61813
5-th percentile	1256
Q1	2279
median	3208
Q3	4728
95-th percentile	10297
Maximum	389143415
Range	389205228
Interquartile range (IQR)	2449

Descriptive statistics

Standard deviation	584631.8228
Coefficient of variation (CV)	76.00608642
Kurtosis	239330.9869
Mean	7691.907981
Median Absolute Deviation (MAD)	1109
Skewness	430.0212931
Sum	7784595472
Variance	3.417943682 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12620	1.2%
2600	618	0.1%
2200	600	0.1%
2400	597	0.1%
2568	583	0.1%
2184	579	0.1%
2800	571	0.1%
2384	569	0.1%
2368	569	0.1%
3000	565	0.1%
Other values (33024)	994179	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-61813	1	< 0.1%
-51694	1	< 0.1%
-25191	1	< 0.1%
-23733	1	< 0.1%
-18205	1	< 0.1%

Value	Count	Frequency (%)
389143415	1	< 0.1%
250934174	1	< 0.1%
163279804	1	< 0.1%
132241231	1	< 0.1%
83905550	1	< 0.1%

OPN8_E
Real number (ℝ)

SKEWED ZEROS

Distinct	29191
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5425.333186

Minimum	-50012
Maximum	169669331
Zeros	11898
Zeros (%)	1.2%
Negative	14
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-50012
5-th percentile	1184
Q1	2144
median	3051
Q3	4468
95-th percentile	9265
Maximum	169669331
Range	169719343
Interquartile range (IQR)	2324

Descriptive statistics

Standard deviation	263170.5009
Coefficient of variation (CV)	48.50771223
Kurtosis	239880.5188
Mean	5425.333186
Median Absolute Deviation (MAD)	1068
Skewness	445.5810573
Sum	5490708451
Variance	6.925871257 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11898	1.2%
2000	674	0.1%
2200	628	0.1%
2400	617	0.1%
2384	612	0.1%
2184	606	0.1%
2016	601	0.1%
2584	595	0.1%
1984	582	0.1%
2768	562	0.1%
Other values (29181)	994675	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-50012	1	< 0.1%
-21146	1	< 0.1%
-17007	1	< 0.1%
-13797	1	< 0.1%
-4847	1	< 0.1%

Value	Count	Frequency (%)
169669331	1	< 0.1%
125998965	1	< 0.1%
78032513	1	< 0.1%
72341860	1	< 0.1%
47890065	1	< 0.1%

OPN9_E
Real number (ℝ)

SKEWED ZEROS

Distinct	33827
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6317.961407

Minimum	-95986
Maximum	347032611
Zeros	11543
Zeros (%)	1.1%
Negative	16
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-95986
5-th percentile	1275
Q1	2328
median	3269
Q3	4784
95-th percentile	10591
Maximum	347032611
Range	347128597
Interquartile range (IQR)	2456

Descriptive statistics

Standard deviation	430099.1231
Coefficient of variation (CV)	68.07561734
Kurtosis	443812.9439
Mean	6317.961407
Median Absolute Deviation (MAD)	1119.5
Skewness	604.0841125
Sum	6394092842
Variance	1.849852557 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11543	1.1%
2416	600	0.1%
2200	591	0.1%
2600	564	0.1%
2000	561	0.1%
2384	555	0.1%
2168	547	0.1%
2400	546	0.1%
2616	546	0.1%
3000	544	0.1%
Other values (33817)	995453	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-95986	1	< 0.1%
-67015	1	< 0.1%
-58740	1	< 0.1%
-20730	1	< 0.1%
-13694	1	< 0.1%

Value	Count	Frequency (%)
347032611	1	< 0.1%
157151437	1	< 0.1%
113808739	1	< 0.1%
73624765	1	< 0.1%
70155234	1	< 0.1%

OPN10_E
Real number (ℝ)

SKEWED

Distinct	27763
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5338.178789

Minimum	-3594871
Maximum	334428865
Zeros	9789
Zeros (%)	1.0%
Negative	16
Negative (%)	< 0.1%
Memory size	15.4 MiB

Quantile statistics

Minimum	-3594871
5-th percentile	863
Q1	1484
median	2192
Q3	3361
95-th percentile	7948
Maximum	334428865
Range	338023736
Interquartile range (IQR)	1877

Descriptive statistics

Standard deviation	441150.5521
Coefficient of variation (CV)	82.64064761
Kurtosis	348344.291
Mean	5338.178789
Median Absolute Deviation (MAD)	841
Skewness	517.2746803
Sum	5402503843
Variance	1.946138097 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9789	1.0%
1384	875	0.1%
1600	840	0.1%
1400	828	0.1%
1200	789	0.1%
1616	784	0.1%
1800	782	0.1%
1584	778	0.1%
1416	771	0.1%
1752	766	0.1%
Other values (27753)	995048	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3594871	1	< 0.1%
-26734	1	< 0.1%
-22649	1	< 0.1%
-6596	1	< 0.1%
-5008	1	< 0.1%

Value	Count	Frequency (%)
334428865	1	< 0.1%
153869286	1	< 0.1%
90484840	1	< 0.1%
86424855	1	< 0.1%
82732240	1	< 0.1%

Overview

Variables